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Course11710507541 lectures

Adaptive Signal Processing

Prof. Mrityunjoy Chakraborty · IIT Kharagpur

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Lectures

Adaptive Signal Processing

  1. Introduction to Adaptive Filters Video
  2. Introduction to Stochastic Processes Video
  3. Stochastic Processes Video
  4. Correlation Structure Video
  5. FIR Wiener Filter (Real) Video
  6. Steepest Descent Technique Video
  7. LMS Algorithm Video
  8. Convergence Analysis Video
  9. Convergence Analysis (Mean Square) Video
  10. Convergence Analysis (Mean Square) Video
  11. Misadjustment and Excess MSE Video
  12. Misadjustment and Excess MSE Video
  13. Sign LMS Algorithm Video
  14. Block LMS Algorithm Video
  15. Fast Implementation of Block LMS Algorithm Video
  16. Fast Implementation of Block LMS Algorithm Video
  17. Vector Space Treatment to Random Variables Video
  18. Vector Space Treatment to Random Variables Video
  19. Orthogonalization and Orthogonal Projection Video
  20. Orthogonal Decomposition of Signal Subspaces Video
  21. Introduction to Linear Prediction Video
  22. Lattice Filter Video
  23. Lattice Recursions Video
  24. Lattice as Optimal Filter Video
  25. Linear Prediction and Autoregressive Modeling Video
  26. Gradient Adaptive Lattice Video
  27. Gradient Adaptive Lattice Video
  28. Introduction to Recursive Least Squares Video
  29. RLS Approach to Adaptive Filters Video
  30. RLS Adaptive Lattice Video
  31. RLS Lattice Recursions Video
  32. RLS Lattice Recursions Video
  33. RLS Lattice Algorithm Video
  34. RLS Using QR Decomposition Video
  35. Givens Rotation Video
  36. Givens Rotation and QR Decomposition Video
  37. Systolic Implementation Video
  38. Systolic Implementation Video
  39. Singular Value Decomposition Video
  40. Singular Value Decomposition Video
  41. Singular Value Decomposition Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Electronics & Communication Engineering
Teacher
Prof. Mrityunjoy Chakraborty
Level
Undergraduate
Language
English
Subjects
Engineering, Society and politics
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
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