NOC:Introduction to Time-Frequency Analysis and Wavelet Transforms Video Lectures

NOC:Intro to Time-Frequency Analysis and Wavelet Transforms
'NOC:Introduction to Time-Frequency Analysis and Wavelet Transforms' Video Lectures by Dr. Arun K.Tangirala from IIT Madras
"NOC:Intro to Time-Frequency Analysis and Wavelet Transforms" - Video Lectures
1. Lecture 1.1 A (Introduction Part IA)
2. Lecture 1.1 B (Introduction Part IB)
3. Lecture 1.2 A (Introduction Part IIA)
4. Lecture 1.2 B (Introduction Part IIB)
5. Lecture 2.1 (Basic Definitions and concepts part I)
6. Lecture 2.2 (Basic Definitions and concepts part II)
7. Lecture 2.3 (Basic Definitions and concepts part III)
8. Lecture 3.1 (Continuous time Fourier series)
9. Lecture 3.2 (Continuous time Fourier transform)
10. Lecture 3.3 (Discrete time Fourier series)
11. Lecture 3.4 (Discrete time Fourier transform)
12. Lecture 3.5 (Properties of Fourier transforms)
13. Lecture 3.6 (Discrete Fourier transform)
14. MATLAB demo of Fourier transform and periodogram
15. Duration and Bandwidth
16. Bandwidth equation and Instantaneous frequency
17. Instantaneous frequency and analytic signals
18. Duration-Bandwidth principle
19. Requirements of time-frequency anlysis techniques
20. Requirements of time-frequency analysis and techniques
21. Short-time Fourier transform
22. Auxillary (MATLAB demonstration)
23. Properties of STFT
24. Practical aspects of STFT
25. Closing Remarks
26. Wigner-Ville Distributions
27. Properties of WVD
28. Properties of WVD 2
29. Discrete WVD
30. Pseudo and Smoothed WVD
31. Cohens class and smoothed WVD
32. Cohens class and smoothed WVD
33. Cohens class and Ambiguity functions
34. Affine class and closing remarks
35. Continuous Wavelet Transform
36. Continuous Wavelet Transforms
37. Scale to Frequency
38. Computational aspects of CWT
39. Scalogram and MATLAB demonstration
40. Scalogram and MATLAB demonstration.
41. Scaling function
42. Scaling Function.
43. Wavelets
44. Wavelets.
45. Applications of CWT
46. Applications of CWT.
47. Discrete Wavelet Transform
48. Discrete Wavelet Transform.
49. Orthogonal scaling function bases and MRA
50. Orthogonal scaling function bases and MRA.
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