# Adaptive Signal Processing

- Institution: IIT Kharagpur
- Department: Electronics & Communication Engineering
- Teacher: Prof. Mrityunjoy Chakraborty
- Level: Undergraduate
- Language: English
- Subjects: Engineering, Society and politics
- Source: [NPTEL](https://nptel.ac.in/courses/117105075)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/117105075)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Introduction to Adaptive Filters](https://invisiblenetwork.ai/learn/nptel/117105075/8bda16eb5111) (Video)
2. [Introduction to Stochastic Processes](https://invisiblenetwork.ai/learn/nptel/117105075/260d5adcdce6) (Video)
3. [Stochastic Processes](https://invisiblenetwork.ai/learn/nptel/117105075/dd4402cf8010) (Video)
4. [Correlation Structure](https://invisiblenetwork.ai/learn/nptel/117105075/a3b5af204701) (Video)
5. [FIR Wiener Filter (Real)](https://invisiblenetwork.ai/learn/nptel/117105075/c8b8bb801ae0) (Video)
6. [Steepest Descent Technique](https://invisiblenetwork.ai/learn/nptel/117105075/2f26abc246a6) (Video)
7. [LMS Algorithm](https://invisiblenetwork.ai/learn/nptel/117105075/68e0c2ddc70f) (Video)
8. [Convergence Analysis](https://invisiblenetwork.ai/learn/nptel/117105075/b03c0355a7bf) (Video)
9. [Convergence Analysis (Mean Square)](https://invisiblenetwork.ai/learn/nptel/117105075/d1a2da8c86b5) (Video)
10. [Convergence Analysis (Mean Square)](https://invisiblenetwork.ai/learn/nptel/117105075/163378e0f096) (Video)
11. [Misadjustment and Excess MSE](https://invisiblenetwork.ai/learn/nptel/117105075/f338bec031bf) (Video)
12. [Misadjustment and Excess MSE](https://invisiblenetwork.ai/learn/nptel/117105075/e27546bea41f) (Video)
13. [Sign LMS Algorithm](https://invisiblenetwork.ai/learn/nptel/117105075/bdc4c6e313d7) (Video)
14. [Block LMS Algorithm](https://invisiblenetwork.ai/learn/nptel/117105075/2342af79e71f) (Video)
15. [Fast Implementation of Block LMS Algorithm](https://invisiblenetwork.ai/learn/nptel/117105075/fc941f791bc9) (Video)
16. [Fast Implementation of Block LMS Algorithm](https://invisiblenetwork.ai/learn/nptel/117105075/40f666d26321) (Video)
17. [Vector Space Treatment to Random Variables](https://invisiblenetwork.ai/learn/nptel/117105075/477bdc102e29) (Video)
18. [Vector Space Treatment to Random Variables](https://invisiblenetwork.ai/learn/nptel/117105075/dc3799f15cbc) (Video)
19. [Orthogonalization and Orthogonal Projection](https://invisiblenetwork.ai/learn/nptel/117105075/7b236385465e) (Video)
20. [Orthogonal Decomposition of Signal Subspaces](https://invisiblenetwork.ai/learn/nptel/117105075/b15a2379eecc) (Video)
21. [Introduction to Linear Prediction](https://invisiblenetwork.ai/learn/nptel/117105075/8850f1f63b67) (Video)
22. [Lattice Filter](https://invisiblenetwork.ai/learn/nptel/117105075/64df1ab8e0ad) (Video)
23. [Lattice Recursions](https://invisiblenetwork.ai/learn/nptel/117105075/e2ec6ab0e080) (Video)
24. [Lattice as Optimal Filter](https://invisiblenetwork.ai/learn/nptel/117105075/1fd58217867b) (Video)
25. [Linear Prediction and Autoregressive Modeling](https://invisiblenetwork.ai/learn/nptel/117105075/35305cf443d7) (Video)
26. [Gradient Adaptive Lattice](https://invisiblenetwork.ai/learn/nptel/117105075/cb6bf7ebc9a9) (Video)
27. [Gradient Adaptive Lattice](https://invisiblenetwork.ai/learn/nptel/117105075/6019c30c0570) (Video)
28. [Introduction to Recursive Least Squares](https://invisiblenetwork.ai/learn/nptel/117105075/f46ec6e2966c) (Video)
29. [RLS Approach to Adaptive Filters](https://invisiblenetwork.ai/learn/nptel/117105075/7a114f79721e) (Video)
30. [RLS Adaptive Lattice](https://invisiblenetwork.ai/learn/nptel/117105075/5444d5b7445f) (Video)
31. [RLS Lattice Recursions](https://invisiblenetwork.ai/learn/nptel/117105075/4caa90a6bd02) (Video)
32. [RLS Lattice Recursions](https://invisiblenetwork.ai/learn/nptel/117105075/336e826550e9) (Video)
33. [RLS Lattice Algorithm](https://invisiblenetwork.ai/learn/nptel/117105075/60a6de43ac1b) (Video)
34. [RLS Using QR Decomposition](https://invisiblenetwork.ai/learn/nptel/117105075/d307e71ef5ff) (Video)
35. [Givens Rotation](https://invisiblenetwork.ai/learn/nptel/117105075/67a776af1636) (Video)
36. [Givens Rotation and QR Decomposition](https://invisiblenetwork.ai/learn/nptel/117105075/9782f12430e9) (Video)
37. [Systolic Implementation](https://invisiblenetwork.ai/learn/nptel/117105075/1059bdb2468a) (Video)
38. [Systolic Implementation](https://invisiblenetwork.ai/learn/nptel/117105075/afd963cbb79d) (Video)
39. [Singular Value Decomposition](https://invisiblenetwork.ai/learn/nptel/117105075/c8993aee1470) (Video)
40. [Singular Value Decomposition](https://invisiblenetwork.ai/learn/nptel/117105075/ed96a0c13758) (Video)
41. [Singular Value Decomposition](https://invisiblenetwork.ai/learn/nptel/117105075/a1b506c00b65) (Video)