Basic Information
Effects of Finite Precision in Digital Filters. Non Parametric Estimation of Power Spectrum - Periodograms. Multi-rate Signal Processing, Decimation, Interpolation Poly-phase and Multi-stage Implementations. Dual Channel Filter Banks, Tree Structured Filter Banks, Uniform Filter Banks. Short Time Fourier Transform, Gabor Representation. Introduction Towavelets and Multi Resolution Analysis. Learning Outcomes# 1. Quantization and Noise Model. 2. Computation Error (fixed Point And Floating Point) in Digital Filters. 3. Overflow Prevention and Secure Filter Stability. 4. Non Parametric Spectrum Estimation - Periodograms 5. Multi Rate Systems, Decimation, Interpolation, Sampling Rate Conversion, Poly-phase and Multi-stage Implementations. 6. Dual Channel Filter Banks - Qmf, Cqf, Bulinear. Tree Structure Filter Bank. 7. Uniform Ilter Banks. 8. Short Time Fourier. Analysis and Synthesis. Gabor Representation. 9. Wavelet Analysis, Multi Resolution Analysis.
Faculty: Electrical and Computer Engineering
|Undergraduate Studies
|Graduate Studies
Pre-required courses
(44198 - Intro. to Digital Signal Processing and 44202 - Random Signals)
Course with no extra credit
48745
Related Books
- A course in digital signal processing - Porat, Boaz
- Digital signal processing - Proakis, John G.
- Digital signal processing : a computer-based approach - Mitra, Sanjit K.
- Digital signal processing : a computer-based approach - Mitra, Sanjit K.
- Digital signal processing : principles, algorithms, and applications - Proakis, John G.
- Digital signal processing : principles, algorithms, and applications - Proakis, John G.
- Discrete-time signal processing - Oppenheim, Alan V.,
- Discrete-time signal processing - Oppenheim, Alan V.,
- Introduction to wavelets and wavelet transforms : a primer - Burrus, C. S.
- Multirate digital signal processing : multirate systems, filter banks, wavelets - Fliege, N. J.
- Multirate systems and filter banks - Vaidyanathan, P. P.
- Quantization noise : roundoff error in digital computation, signal processing, control, and communications - Widrow, Bernard
- Quantization noise roundoff error in digital computation, signal processing, control, and communications - Widrow, Bernard,