ELEG832 (Spring of 2008): Wavelets and Filterbanks
Instructor
Dr. Xiang-Gen Xia
Office
311 Evans Hall
Email/Phone
xxia@ee.udel.edu, (302)831-8038
Time:
TR 3:30-4:45pm
Room:
Gore Hall 308
Office Hours:
TR 5:00-6:00pm
Grading Policy:
- Homework: 20%
- Midterm: 30%
- Final: 50%
Prerequisties
Digital Signal Processing
Textbook (Mainly Follow My Own Notes):
S. Mallet, A Wavelet Tour of Signal Processing,
2nd Ed., Academic Press, New York, 1999.
References:
- P. P. Vaidyanathan, Multirate Systems and Filter Banks ,
Prentice-Hall, 1993.
- M. Vetterli and J. Kovacevic, Wavelets and
Subband Coding , Prentice-Hall, 1995.
- S. Qian and D. Chen, Joint Time-Frequency Analysis ,
Prentice-Hall, 1996.
- G. Strang and T. Nguyen,
Wavelets and Filter Banks , Wellesley-Cambridge Press, 1996.
- N. J. Fliege, Multirate Digital Signal Processing ,
John Wiley, 1994.
- I. Daubechies, Ten Lectures on Wavelets , SIAM, 1992.
- C. Chui, An Introduction to Wavelets , Academic Press, 1992.
- Y. Meyer, Wavelets: Algorithms and Applications , SIAM, 1993.
Course Description:
Wavelets and filterbanks is a relatively new area in signal
and image processing and attracts tremendous attentions recently
in both applications and theory. In this course, both fundamentals
and some research frontiers in wavelets and filterbanks will be studied.
Some of the most important applications
will be also studied. These applications include wavelet denoising,
subband coding and embedded zero-tree wavelet image coding, layered
multicast for packet video, and transmultiplexers in communications.
Contents:
- Continuous Wavelet Transforms
- Joint Time-Frequency Analysis
- Multiresolution Analysis and Wavelet Series Transforms
- Discrete Wavelet Transforms and Wavelet Packets
- M Channel Multirate Filterbanks: Basics
- Paraunitary M Channel Multirate Filterbanks
- Cosine Modulated Multirate Filterbanks
- Multiwavelets
- Applications of Wavelets and Filterbanks