ELEC-C5310 - Introduction to estimation, detection and learning, 13.01.2021-08.04.2021
This course space end date is set to 08.04.2021 Search Courses: ELEC-C5310
Topic outline
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Basics of Linear and Matrix Calculations.
Video of Lectures 1 and 2 on Wed. 13.01.2021
Video of Lectures 3 and 4 on Wed. 20.01.2021
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Probability Theory
Video of Lectures 7 and 8 on Wed. 03.02.2021
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Detection Theory and Applications
Video of Lectures 9 and 10 on Wed. 10.02.2021
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Signal Space Concept
Video of Lectures 5 and 6 on Wed. 27.01.2021
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Exercise Session 1 on Basics of Linear Algebra
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Exercise Session 2 on Signal Space and Basics of Probability
Video of Exercise Session 2 on Thu. 03.02.2021
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Lecture Notes on Wiener Filters and Adaptive LMS filter FilePDF document
- Basics on Optimal Filtering,
- IIR Wiener Filter for smooting, FIR Wiener Filters, properties and Wiener Filter Applications
- Steepest Descent for finding Wiener solution
- LMS filter, properties, design, Normalized LMS, LMS applications
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