ECE 64800 - Wavelet, Time-Frequency, and Multirate Signal ProcessingCredits: 3
Areas of Specialization(s):Communications, Networking, Signal & Image Processing
Normally Offered: Spring - odd years
Advanced topics in signal processing including time-frequency analysis, multiscale edge detection, wavelet bases and filter banks, and techniques for approximation, estimation, and compression using wavelets.
- A Wavelet Tour of Signal Processing, 2nd Edition, S.G. Mallat, Academic Press, 1999, ISBN No. 0-12-466606-X.
Recommended Text(s): None.
|2.0||1. Review Fourier Transform Fourier Series Sampling|
|1.0||2. Multirate Signal Processing Quadrature Mirror Filters Sampling Rate Conversion Interpolation and Decimation Filters|
|2.0||3. Time-Frequency Analysis and Methods Windowed Fourier Transform and Spectograms Continuous Wavelet Transform and Scalograms Instantaneous Frequency Quadratic Time-Frequency Distributions Other Time-Frequency Representations|
|1.0||4. Multiscale Edge Detection Detection of Singularities with Wavelets Reconstruction of Signals from Multiscale Edges|
|3.0||5. Wavelet Bases and Filter Banks Orthogonal Wavelet Bases Filter Banks Wavelets from Filters Biorthogonality|
|3.0||6. Approximation, Estimation, Compression Wavelet Packets and Best Basis Search Basis Pursuit Matching Pursuit Wavelet Thresholding Transform Coding|
|2.0||7. Advanced Topics|