Engineering
Sub Category
Visualization of Standing Waves
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Steady State Magnetic Levitation
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Force on a Liquid Dielectric
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Skin Effect
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Currents Induced in a Conducting Shell
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Edgerton's Boomer
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Non Uniqueness of Voltage in an MQS System
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Measurement of B-H Characteristic
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Inductive Attenuator
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Surface Currents Induced in Ground Plane by Overhead Conductor
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Field and Inductance of a Spherical Coil
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Surface Used to Define the Flux Linkage
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Field of Square Pair of Coils
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Field of a Circular Cylindrical Solenoid
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Electrostatic Precipitation
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Relaxation of Charge on Particle in Ohmic Conductor
Supplement: Van de Graaff and Kelvin Generators
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Rotation of an Insulating Rod in a Steady Current
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Distribution of Unpaired Charge
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An Artificial Dielectric
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Capacitance Attenuator
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Charge Induced in Ground Plane by Overhead Conductor
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Voltmeter Reading Induced by Magnetic Induction
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Magnetic Field of a Line Current
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Coulomb's Force Law and Measurements of Charge
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Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced 3G and 4G Wireless Mobile Communications by Prof. Aditya K. Jagannatham, Department of Electronics & Communication Engineering, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Networks and Systems by Prof. V.G.K.Murti, Department of Electrical Engineering,IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Coding Theory by Dr. Andrew Thangaraj, Department of Electronics & Communication Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Electronic materials, devices, and fabrication by Prof S. Parasuraman,Department of Metallurgy and Material Science,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Stanford
المحاضرة السادسة عشر والأخيرة من مساق "مقدمة في علم الروبوت" - جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب"
وهي عن: الامتثال، التحكم بالقوة، الديناميك، وصف المهام، الروبوتات التاريخية، روبوت ستانفورد الآمن للإنسان، الوضعية والتحكم بالمهام، التحكم بالجسم متعدد نقاط التماس
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الخامسة عشر من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب"
المحاضرة عن: التحكم بالذراع الآلية، التحكم PD للثبات، التحكم وفق المهمة، معادلات الحركة وفق المهمة، ديناميك الفضاء التشغيلي، على سبيل المثال، فك الارتباط الديناميكي غير الخطي، تتبع المسار
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الرابعة عشر من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب"
المحاضرة هي عن التحكم PD، تقسيم التحكم، التحكم في الحركة، رد الإضطراب، خطأ الحالة المستقرة، تحكم PID، العطالة المؤثرة
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الثالثة عشر من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور أسامة الخطيب
وهي عن التحكم - نظرة عامة، التحكم في الفضاء المشترك، التحكم بمعدل ناتج الحركة، النظم الطبيعية، ونظم التفرق، على سبيل المثال، استقرار النظام السلبي.
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني:
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الثانية عشر من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب".
وهي عن معادلات لاغرانج، معادلات الحركة، الطاقة الحركية، معادلات الحركة- الصيغة الصريحة، الطرد المركزي وقوى كوريوليس، رموز كريستوفل ، مصفوفة الكتل، مصفوفة V، معادلة الحركة النهائية
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الحادية عشر من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب"
وهي عن ديناميك الفضاء المشترك، خوارزمية نيوتن- أيلر، القصور الذاتي الموتِّر، على سبيل المثال، معادلات نيوتن-أيلر، معادلات لاغرانج ، معادلات الحركة
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة العاشرة من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور أسامة الخطيب
الضيف المحاضر "كراسيمير كولاروف"، توليد مسار المنحنى - المشكلة الأساسية، التخطيط الديكارتي، متعدد الحدود من الدرجة الثالثة، استخدام السرعات النقطية، الاستيفاء الخطي، كثيرات الحدود من الدرجة الأعلى، تخطيط المسار بوجود العقبات
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة التاسعة من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور أسامة الخطيب
وهي عن: تقديم للضيف المحاضر "غريغوري هاجر"، نظرة عامة – رؤية الكمبيوتر، الحاسوبية في الرؤية الثنائية، إعادة البناء المعتمد على الرؤية الثنائية، خرائط التفاوت، ميزة التحديد SIFT، دورة التتبع ، فيديو استقرار الوجه، التحديات المستقبلية
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الثامنة من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب".
وهي عن: عرض لذراع شاينمان ، الحركية الشاذة المتفردة، مثال - الحركية الشاذة المتفردة، محاكاة الروبوت "بوما"،، المعدل الناتج عن التحكم في الحركة، السرعات والقوى الزاوية / الخطية، ثنائية السرعة/القوة ، العمل الإفتراضي، مثال
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة السابعة من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب".
وهي عن: الشكل الصريح للمصفوفة الجاكوبية ، المصفوفة الجاكوبية Jv/Jw في الإطار، مصفوفة جاكوبي في الإطار {0}، مصفوفة جاكوبي لذراع شاينمان ، الحركية الشاذة المتفردة.
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة السادسة من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب".
وهي عن: الحركية الآنية، مصفوفة جاكوبي، المشتق الجاكوبي المباشر، مثال 1، ذراع شاينمان ، مصفوفة جاكوبي الأساسية، تمثيل الموقع، الجداء التصالبي، انتشار السرعة، مثال 2
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الخامسة من مساق "مقدمة في علم الروبوت" من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب".
وهي عن: مرفق الإطار، مثال –الذراع الآلية RPRR ، ذراع ستانفورد شاينمان ، جدول "دينافيت-هاتنبرغ" لذراع ستانفورد شاينمان، دراسة الحركية الأمامية، مصفوفات T لذراع ستانفورد شاينمان – النتائج النهائية لذراع ستانفورد شاينمان.
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الرابعة من مساق "مقدمة في علم الروبوت " من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب".
وهي عن: حركية الذراع الآلية، وصلة الوصف، موصلات الوصلة، معاملات "دينافيت-هاتنبرغ"، مختصر معاملات "دينافيت-هاتنبرغ"، مثال - جدول "دينافيت-هاتنبرغ"، دراسة الحركية الأمامية.
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الثالثة من مساق "مقدمة في علم الروبوت " من جامعة ستانفورد يقدمها البروفيسور "أسامة الخطيب".
وهي عن: تفسيرات التحويلات المتجانسة، التحولات المركبة، الوصف المكاني، تمثيل الدوران، زوايا إيلر والزوايا الثابتة، مثال - الحالة المتفردة، مؤثرات (معاملات) أيلر، مثال - الدوران
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الثانية من مساق "مقدمة في علم الروبوت " من جامعة ستانفورد
وهي عن التوصيفات الفراغية
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
Stanford
المحاضرة الأولى من مساق "مقدمة في علم الروبوت " من جامعة ستانفورد
وهي مقدمة تعريفية بالمساق
بالإضافة للفيديو هناك ملفات مرفقة على موقعنا الالكتروني
https://shamsunalarabia.net/co....urses/مقدمة-في-علم-ا
رابط المساق
https://youtu.be/ZnKq41AoROI?l....ist=PLgtqMzuQ7virJ7J
يمكنكم الاشتراك بقناتنا
https://www.youtube.com/user/s....hamsunalarabia?sub_c
---------------------------------- تعريف بموقعنا -------------------------------------
يوفر موقع "شمسنا العربية" عدد من المساقات المتكاملة والتي تحتوي على فيديوهات
وملفات التمارين والوظائف المنزلية والامتحانات (مع حلها) بالإضافة للمذكرات الدراسية
http://www.shamsunalarabia.org
http://www.facebook.com/shamsunalarabia
https://twitter.com/shamsunalarabia
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Learn how to use a multimeter to measure voltage, current, ressistance, continuity. A must have tool for anyone learning technology and electronics. Learn how to connect multimeter in series and parallel circuit. Learn why fluke multimeters have trademarked yellow.
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Servos are a fundamental device for any DIY/ Maker/ Tech project. Learn how to use the servo in your next tech project. Learn how servos work, how to wire a servo, and how to write arduino code for a servo
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An indispensable sensor for the DIY tech maker, the ultrasonic distance sensor uses the same technology as bats and dolphins to measure distance. Learn how to wire it to your arduino & Raspberry pi circuit and write code for your arduino.
Raspberry pi, tech, DIY, maker, Invention
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The LDR (light dependent resistor) is the most basic and fundamental light sensor for the DIY tech maker, the LDR uses semiconductor technology to emulate resistors and change resistance based on the amount of light hitting it. Learn how to wire LDR to your Arduino & Raspberry Pi circuit and write code for your Raspberry Pi and Arduino in python and C++.
Raspberry pi, tech, DIY, maker, Invention
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The transistor is the most fundamental part to any computer or phone's processor. Transistors allow us to control much bigger electronic loads with a very low input signal. This allows them to act like a digital switch. Learn how transistors work, how transistors are made, and how you can control and wire transistors with a Raspberry Pi and Arduino.
Raspberry pi, tech, DIY, maker, Invention, STEM, programming, electrical engineering, Arduino project, electronics
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Full Article- https://tinkerspark.org/dc-motor-tutorial/
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Learn about how DC motors work, how you can wire them, and how you can write code to control them via the Arduino and Raspberry Pi. The motor is made of 2 parts- the stator and the Rotor. By switching the current flow to the rotor, the brushes create a switching current that maintains the dirrection of electromagnetic force created by the stator's permanent magnetic field.
DIY, Maker, STEM, Raspbery Pi, Arduino, Robotics, DC brushed motor, Electronics crash course, electronics, engineering, tutorial, education
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Learn about how Capacitors work, how you can wire Capacitors, types of capacitors, and uses of capacitors in this Capacitor tutorial and electronics crash course. Also learn about capacitors with raspberry pi. And about capacitors with Arduino. Capacitors are like micro batteries, they can store electrical charge. However, unlike batteries they can charge and discharge extremely quickly. Capacitors are literally built by separating 2 metal plates by a small air gap. Watch the video to learn more about capacitors
DIY, Maker, STEM, Raspbery Pi, Arduino, Robotics, DC brushed motor, Electronics crash course, electronics, engineering, tutorial, education
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Learn the differences between Digital, PWM, and Analog signals for Arduino and Raspberry Pi
All electronics function on analog or digital signals, master them today in this tutorial
All signals fall under the analog or digital subset when we talk about electronics. A great example is video signals; HDMI is digital while composite/rca is analog. Both signals are similar in the sense that they carry information using voltages but they differ in how they carry the information. Lets first talk about analog signals. Analog signals were mainstream in the 1900s when most electronics were considered analog electronics and relied heavily on circuit design rather than micro controllers and microprocessors. These signals are smooth voltage curves that can be represented by voltage graphs like these. When fed into a microcontroller, these voltage values are typically broken into a 1024 value range (0-1023). Therefore by manipulating the voltage levels, we can change the reading our micro-controller device reads. Examples of analog devices are potentiometers, audio signals, composite video signals FIND MORE
Digital signals have gained popularity in electronic devices ever since computing became mainstream with micro controllers and microprocessors. the word digital stems from the term digit: distinct integers. Unlike analog which are continuous functions, digital signals use discrete numbers for calculations. Think slider ruler vs abacus.
Computers represent digital values with binary which is a base 2 number systemDigital can be represented by a voltage range, just like analog values. one way to think of this is that if 0v was a 0 and 3v was a 1023 for analog, a 0v on a digital signal would be 0 and 3v signal would be 1. This is much similar in theory compared to analog values but digital signals by design can carry much less information due to having only 2 states vs 1023 in analog signals. To fix this they use clever timing techniques such as PWM to emulate analog signals and carry high amounts of data.
(DRAWING) PWM works by injecting tiny variable gaps/0 signals into the digital data stream to effectively rapidly turn on and off the signal. This way when the pwm signal reaches the electronics item, it approximates an analog voltage signal since its flipping so fast. Servos are a very common device that uses PWM signal to function. Let's do a quick demo to understand how PWM signals can emulate analog signals.(DEMO)
SPI and I2C signals work in similar ways by standardizing the size of gaps between digital data and what that represents
Analog to digital converters are another device that allows us to convert analog to digital audio signals. These are often found built into devices like the raspberry pi or arduino
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The most basic electronics component- the ressistor. We will learn how they are made, how they work, how to use them in equations and how to use them in circuits.
The resistor is very simple in nature. As it's name suggests, its job is to resist the flow of electricity. More specifically, they limit the flow of electrons.
Lets think of electricity as water. Rresistors are like a clogged water pipe, slowing down the flow of water.
Resistors are made by wrapping a partially conductive strip around a thick insulating piece. There are 3 types of resistors: carbon, metal, or metal-oxide film. with metal and metal oxide film resistors being the commonly used resistors. We also have variable resistors such as potentiometers that change resistance by physically moving the electrical contact along a resistive track- shortening or lengthening it.
The unit for ressistance is ohms and the symbol of a ressistor when used in a schematic is this.
Ressistors are color coded using 4-6 bands of colours to denote their resistance as in how ressistive they are. You can use an online calculator or a chart like this to decode the colours.
Lets now talk about the uses of resistors.
We can reduce current in our circuit using a resistor. To calculate the value of ressistor we need. We can use Ohms law. Do note that wiring a resistor in series will add the sum of of the resistor while wiring them in parallel will result in a resistance less than that of an individual resistor.
We can also use resistors as voltage dividers. By wiring 2 resistor in series, we can induce a voltage drop at the middle point of our resistor. We can calculate this voltage drop using Ohm's law.
When we attach digital sensors to microcontollers like arduino or raspberry pi, we can reduce the noise of these sensors by attaching a pull up or pull down resistor in a cirucit like this. These circuits usually use high resistance resistors like 10k ohm resistors to feed a small current to override digital noise.
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Stepper motors are used in applications where one needs a high precision of rotational accuracy. Applications like 3d printers, CNC, or automation machinery. Unlike traditional brushed and brusless motor these motors have full torque at a stand still postition so they can hold their position
Tearing one apart we can see that these stepper motor use multiple Electromagnets positioned on the stator with a magnetized rotor. (Broll) DC motors are different in that the stator has a permanent magnet not the rotor.
Looking even closer at the rotor, we see these little u-shaped cutouts- these help channel magnetic force (Text for exact name in video) and later we will discuss them in more detail.
Now, unlike most motors, stepper motor's rotational resolution is rated by steps. That means how many distinct positions can the make per 360 degree rotation. A 200 step motor can make finer movements in increments of 1.8 degrees compared to a 100 step motor that can only move in increments of 3.6 degrees.
We could go one step further and use a technique called microstepping to further increase the resolution of the stepper motors to a crazy high amount but with a torque trade-off.
There are 3 types of stepper motors:
Permanent magnet stepper- these have a magnatized rotor
Variable reluctance stepper- these have a non magnetic rotor but features those u cutouts
Hybrid synchronous stepper which features both u shaped cutouts and a magnetic core.
Now there are 2 types of wiring for stepper motors
Unipolar and bipolar
Unipolar energizes the phases of the motor in the same way. This allows them to be controlled with simple transistors but they have less torque cause only half of the coils can be energized at once. Watch the demo drawing
Bipolar use Hbridge drivers(Talked about in brushed motor video) to alternate the current flow in the phases and turn the motor. Watch the demo drawing
Watch the side by side comparison- In a nutshell, unipolar motors are easier motors to drive but at the cost of twice the wiring in the coils as bipolar motors
Lets do a quick demo using the common nema 14/17 hobby mot used in 3d printers, cnc, and other hobby use cases. It's a hybrid style motor and we will be wiring it as a bipolar motor and using the common A4988 stepper motor driver to control it.
Wire- animation
Code- Swing from one side to the other, show libraries
Demo
Advantages of Stepper Motor:
The motor has full torque at standstill.
Excellent response to starting, stopping and reversing.
Very reliable since there are no contact brushes in the motor.
A wide range of rotational speeds can be realized as the speed is proportional to the frequency of the input pulses
Cons- heavy, driver
This video barely scratches the surface of stepper motors. Its just to give you a taste
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Video Article-
In a nutshell diodes are used to control the direction of the current flow. Diodes are made from semiconductors, the same materials that make transistors and that power the device you're watching this video on!
Different types of diodes exist from zener diodes to even light emmiting diodes LEDs, schottky diodes, and recitifier6diodes. We'll talk about the most basic form of diodes, the general purpose signal diode in this video
Think of diodes as a one way lane of electronics
When we apply a positive voltage along the Diode, it acts like a conductor of electricity. The techinical term for this is forward biased
However when a negative voltage is applied to it, the Diode acts like an open circuit that cannot conduct electricity. This is called a reverse biased state.
Diodes are represented in circuits using this symbol and as you can see, they only have 2 terminals making it extremely easy to wire. This flat triangle side here is the anode and the pointy triangle side is the cathode.
Most diodes have an ofset white line. This represents the______. Current flows in the direction of the triangle. Do note that this is for the conventional current flow and not so the actual elecgron flow.
Let's run through a couple of quick examples to understand how they work
Insert simple circuit video + quick p&N junction explainations
Now diodes aren't perfect. In the real world, they incur power loss when conducting electricity and do incur some voltage leak when a negative voltage is applied. We use the current voltage relationship graph to understand this behaviour.
Looking closer at the graph we see that there's this breakdown period. Here we see that when too much of a negative voltage is applied, the Diode will incur a breakdown where it becomes a conductor.
The graph also shows us that the Diode has something called a forward voltage. This is the bare minimum of positive voltage required for the Diode to "turn on" and become a conductor.this depends on the semi conductor used and is typically 0.6-1v for silicon based diodes and a lower 0.3v for germanium based ones.
Use cases
Rectifier- diodes can be wired to convert ac voltages found in households into dc voltages most electronics devices use. A single diodes can make a half wave rectifier that cuts all the negative parts of the a.c. wave. 4 diodes can make a full bridge rectifier.
Reverse current protection. They protect against reverse current. This can be anything from plugging in your batteries in the wrong direction to even protecting from reverse current from a electric motor slowing down aka fly back diode.
Logic gates. Depending on the way we wire diodes, we can make AND , OR logic gates
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Video Article-
Today we're going to learn about how mechanical and solid state relays relays work
Now a few videos ago, I talked about how transistors revolutionized electronics by their ability to a switch on and off high levels electricity with a small input current without any physical moving parts. Relays do the same job as a transistor but the way they do it is vastly different. A relay will isolate the current that is switching the electronics from the load while a transistor has to sink it's input current to the load while a relay doesn't. I'll explain this better further in the video.
Now 2 types of relays exist, mechanical relays that use electromagnets and solid state relays.
First we'll talk about mechanical relays and then cover solid state relays later in the video. They use they use electromagnet to physically move a conductive metal strip making turning the relay on or off-conductive or non conductive.
Let's tear inside this relay here to see exactly how it works
As you can see we have a flexible contact here with 2 fixedcontact points floating above it. As you can see when the electromagnet is activated, this armature pivots towards the electromagnet causing the flexible contact to break contact with the lower pin and touch the upper pin. Since the lower pin is in contact with out metal strip during without any power, it's called the low power pin. The pin that the contact touches when the electromagnet is activated is called the normally open pin since its normally open / non conductive without a electromagnetic force.
Since relays rely on this physical strip of metal to conduct electricity, they can conduct ,such higher voltages and currents then the typical transistor. Furthermore, they're a much cheaper alternative than high power transistors. However their mechanical nature means that they have a larger physical footprint than transistors and are slower to activate due to their moving parts and are therefore not suitable for fast switching signals that transistors are often used for.
Multiple different types of relays exist. Here are the common ones
SPST – Single Pole Single Throw
SPDT – Single Pole Double Throw
DPST – Double Pole Single Throw
DPDT – Double Pole Double Throw
The poles refer to the number of outputs and the throw refers to the number of positions (picture attached)
Now it's imperative to not run your relay above its rated voltage and current. The reason for this is that as you run higher voltages, they can arc across the contacts due to their short air gap and this can damage the contact points. Furthermore, too much power draw above the rated spec can fuse the contacts together making it a permanently on circuit.
A Electrical Relay Snubber Circuit can prevent against this by adding a capacitor in parallel to the load you're switching.
Next we must realize that the relays electromagnet creates a magnetic field. While this is fine for most normal applications, we should avoid relays I circuits that are sensitive to magnetic fields. Also do note that as the relay state is switched off, it will release a back end voltage sort of like a motor creates a reverse voltage when it freewheels while slowing down. This can potentially damage your controlling circuit and a fly back diodes can prevent this. Look at my diodes tutorial for more information
Solid state relays can mitigate most of these issues associated with mechanical relays. They use the contrling current to activate a led that illuminates a photoressisror and in turn activate a triac to switch your load on and off. You can watch my video on these light sensors here.
Now solid state relays might sound like transistors since they don't move but they're not. Unlike transistors both mechanical and AS relays isolate the activing circuit from the load unlike transistors where the activing current is sunk to the main load being driven.
This video is an introductory video on what relays can do and how to use them. For more detailed information, you can read the links posted in the description below.
I talked a lot about various different electronics used inside relays in this video such as ldrs, transistors, diodes, etc. If you want to learn more about them, click the i icon or the description links to watch my tutorials on them. If you liked the video and want to watch more electronics crash course videos like this, feel free to subscribe.
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Video Article-
I2C in 3 mins
I2C is a communication protocol that is used to transmit information between electronics. It is used in professional consumer goods, and hobby projects as well.
We can connect 1008 devices within a communication loop and only use 2 wires
It was developed by philips in 1982 to standardized communication between the cpu and peripherals inside its audio and video appliances. Since then the protocol has been periodically updated since then and now can support up to 3.2 megabit speeds
Now lets understand how it works.
Uses 2 wires to communicate information. These are Serial data- SDA, & Serial clock-SCL
It supports multiple devices on one loop and multiple ‘masters’
I2C messages are sent as messages. Now each message is broken into individual frames or segments which are responsible for different things.
First we have the start condition,
Followed by our address frame where i2C sender(master) communicates the recipient of the message (Slave)
Followed by a read/write bit which states if the sender is sending information or receiving information
Followed by the acknowledge bit by the reciver to ensure that the information so far has been successfully received by the intended recipient(slave). Think of roger or copy in military context
Lastly we sent our actual data followed by our stop condition.
what is it up against
• serial- another 2 wire communication protocol. You have probably seen this in your arduino 'serial monitor'. Serial is asyncronnous which means clock information and this has to be established beforehand. Furthermore Serial doesn’t support more than 2 devices like I2C can do.
SPI is closer to I2C in the sense that you can control multiple devices. However SPI uses many more pins than I2c. Furthermore while SPI is established protocol but not standardized so its implementation might differ from device to device.
What are some downsides
The actual communication and software behind is quite complex however, most of this work is done for us by device manufacturers and open source libraries.
Slower than SPI
Requires dedicated hardware which means you can’t bitbang. Bitbanging is using software to decode signals instead of harware.
What are some positives
I2c doesn’t need dedicated lines to enable each receiver(slave) unlike SPI. This means you can have up to 1008 devices all running with just 2 wires.
Ack bit confirms that data has been successfully received
Standardized protocol makes it plug and play with multiple different electronics.
I2C can have multiple master or transmitting devices within a loop unlike SPI. Look at the pic for more info
Raspberry pi Implementation
The raspberry pi has 2 I2C pins pains- pins (3,5 or 27,28).
To activate I2c, you need to go into raspi-config, then into interfacing options and enable i2c.
Make sure to have the rpi.GPIO python package installed on your RPI
Arduino Implementation
Each arduino board has different I2C pins. The uno uses A4 and A5.
Lastly import the wire library to implement I2C in your code,
Links-
http://www.circuitbasics.com/b....asics-of-the-i2c-com
https://learn.sparkfun.com/tutorials/i2c/all
https://www.best-microcontroll....er-projects.com/i2c-
https://howtomechatronics.com/....tutorials/arduino/ho
https://en.wikipedia.org/wiki/I%C2%B2C
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Learn how coils and inductors work under DC and AC voltage. Learn the applications for inductors and how you can use it in your diy projects
Today, we'll explore the materials electrical engineers work with. We'll look at high-conductors, insulators, and how low-conductivity conductors can be used to generate light and heat.
Crash Course Engineering is produced in association with PBS Digital Studios: https://www.youtube.com/playli....st?list=PL1mtdjDVOoO
PBS Space Time: https://www.youtube.com/channe....l/UC7_gcs09iThXybpVg
***
RESOURCES:
https://indianapublicmedia.org..../amomentofscience/be
https://www-spof.gsfc.nasa.gov..../Education/woppos.ht
https://www.electrical4u.com/h....igh-resistivity-or-l
https://www.performancewire.co....m/insulated-wire-pro
https://sciencing.com/printed-....circuit-boards-used-
https://www.livescience.com/38....997-facts-about-tung
https://www.celticgold.eu/en/g....old-university/fake-
http://megaanswers.com/why-doe....s-the-filament-of-a-
https://www.radiologymastercla....ss.co.uk/tutorials/p
***
Crash Course is on Patreon! You can support us directly by signing up at http://www.patreon.com/crashcourse
Thanks to the following Patrons for their generous monthly contributions that help keep Crash Course free for everyone forever:
Mark Brouwer, Kenneth F Penttinen, Trevin Beattie, Satya Ridhima Parvathaneni, Erika & Alexa Saur, Glenn Elliott, Justin Zingsheim, Jessica Wode, Eric Prestemon, Kathrin Benoit, Tom Trval, Jason Saslow, Nathan Taylor, Brian Thomas Gossett, Khaled El Shalakany, Indika Siriwardena, SR Foxley, Sam Ferguson, Yasenia Cruz, Eric Koslow, Caleb Weeks, D.A. Noe, Shawn Arnold, Malcolm Callis, Advait Shinde, William McGraw, Andrei Krishkevich, Rachel Bright, Mayumi Maeda, Kathy & Tim Philip, Jirat, Ian Dundore
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Next stop on our tour of engineering’s major fields: electrical engineering. In this episode we’ll explore the history of telecommunications, electric power and lighting, and computers. We’ll introduce topics like magnetism, electrical conduction, telegraphy, lighting, and computers.
Crash Course Engineering is produced in association with PBS Digital Studios: https://www.youtube.com/playli....st?list=PL1mtdjDVOoO
***
RESOURCES:
https://www.britannica.com/bio....graphy/William-Gilbe
http://www.bbc.co.uk/history/h....istoric_figures/gilb
http://www.sparkmuseum.com/BOOK_GRAY.HTM
http://people.seas.harvard.edu..../~jones/es154/lectur
https://www.britannica.com/biography/Claude-Chappe
http://people.seas.harvard.edu..../~jones/cscie129/pap
https://www.britannica.com/bio....graphy/William-Fothe
http://ethw.org/William_Fothergill_Cooke
https://www.telegraph.co.uk/te....chnology/connecting-
http://www.history.com/this-da....y-in-history/first-t
https://www.britannica.com/bio....graphy/Samuel-F-B-Mo
https://www.britannica.com/bio....graphy/Alexander-Gra
https://www.britannica.com/bio....graphy/Heinrich-Hert
https://www.livescience.com/45....641-science-of-world
https://definitions.uslegal.co....m/r/radio-act-of-191
https://www.britannica.com/bio....graphy/Sir-Humphry-D
https://www.britannica.com/bio....graphy/Zenobe-Theoph
http://www.history.com/topics/....inventions/thomas-ed
http://www.history.com/news/as....k-history/what-was-t
http://www.computerhistory.org..../fellowawards/hall/m
http://www.pbs.org/transistor/....album1/addlbios/hoff
http://www.intel4004.com/
https://www.wired.com/2009/12/....1223shockley-bardeen
https://www.history.com/topics..../inventions/inventio
***
Crash Course is on Patreon! You can support us directly by signing up at http://www.patreon.com/crashcourse
Thanks to the following Patrons for their generous monthly contributions that help keep Crash Course free for everyone forever:
Mark Brouwer, Glenn Elliott, Justin Zingsheim, Jessica Wode, Eric Prestemon, Kathrin Benoit, Tom Trval, Jason Saslow, Nathan Taylor, Divonne Holmes à Court, Brian Thomas Gossett, Khaled El Shalakany, Indika Siriwardena, SR Foxley, Sam Ferguson, Yasenia Cruz, Eric Koslow, Caleb Weeks, Tim Curwick, Evren Türkmenoğlu, D.A. Noe, Shawn Arnold, Ruth Perez, Malcolm Callis, Ken Penttinen, Advait Shinde, Cody Carpenter, Annamaria Herrera, William McGraw, Bader AlGhamdi, Vaso, Melissa Briski, Joey Quek, Andrei Krishkevich, Rachel Bright, Alex S, Mayumi Maeda, Kathy & Tim Philip, Montather, Jirat, Eric Kitchen, Moritz Schmidt, Ian Dundore, Chris Peters, Sandra Aft
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Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Basic Electrical Technology by Prof.L.Umanand,
Principal Research Scientist,
Power Electronics Group, CEDT, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.ac.in
Lecture Series on Basic Electrical Technology by Prof. L.Umanand, Principal Research Scientist, Power Electronics Group, CEDT, IISC Bangalore
For more details on NPTEL visit http://nptel.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar,Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar,Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar,Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Lecture series on Power Electronics by Prof. K.Gopakumar, Centre for Electronics Design and Technology, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran, Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Circuits for Analog System Design by Prof. M.K. Gunasekaran ,Department of Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Micro and Smart Systems by Prof. K.N. Bhat,Prof. G.K. Anathasuresh,Prof. S. Gopalakrishnan,Dr. K.J. Vinoy, Department of Mechanical Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
An Introduction to Electronics Systems Packaging by Prof. G.V. Mahesh, Department of Electronic system Engineering, IISc Bangalore.For more details on NPTEL visit http://nptel.iitm.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Mod-09 Lec-35 Overview of SMO and other algorithms for SVM; ?-SVM and ?-SVR; SVM as a risk minimizer
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Pattern Recognition by Prof. P.S. Sastry, Department of Electronics & Communication Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.ac.in
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Digital System design with PLDs and FPGAs by Prof. Kuruvilla Varghese,Department of Electronics & Communication Engineering,IISc Bangalore.For more details on NPTEL visit http://nptel.ac.in.
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in
Advanced Matrix Theory and Linear Algebra for Engineers by Prof. Vittal Rao ,Centre For Electronics Design and Technology, IISC Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in