This book was developed based on our teaching of undergraduate-and graduate-level courses in digital signal processing over the past several years. In this book we present the fundamentals of discrete-time signals, systems, and modern digital processing as well as applications for students in electrical engineering, computer engineering, and computer science. The book is suitable for either a one-semester or a two-semester undergraduate-level course in discrete systems and digital signal processing. It is also intended for use in a one-semester first-year graduate-level course in digital signal processing.
1. Introduction
2. Discrete-Time Signals and Systems
3. The z-Transfrom and Its Application to the Analysis of LTI
Systems
4. Frequency Analysis of Signals
5. Frequency-Domain Analysis of LTI Systems
6. Sampling and Reconstruction of Signals
7. The Discrete Fourier Transform: Its Properties and
Applications
8. Efficient Computation of the DFT : Fast Fourier Transform
Algorithms
9. Implementation of Discrete-Time Systems
10. Design of Digital Filters
11. Multirate Digital Signal Processing
12. Linear Prediction and Optimum Linear Filters
13. Adaptive Filters