Adaptive Signal Processing

Textbook

• S. Haykin, "Adaptive Filter Theory 4/e", Prentice Hall, 2002. 高立代理

Reference Books

• B. Widrow and S. D. Stearns, "Adaptive Signal Processing", McGraw Hill, 2002.

• B. F. Boroujeny, "Adaptive Filters", Wiley, 1998. 全華代理

• J. R. Treichler, C. R. Johnson, JR, M. G. Larimore, "Theory and Design of Adaptive Filters", PrinticeHall, 2001. 開發代理

Score

• Homework and Programming (30%)

• Midterm Examination (30%)

• Final Examination (40%)

Contents

• Chapter 1 Introduction and Background

• Chapter 2 Wiener Filters and Linear Combiners

• Chapter 3 Method of Steepest Descent

• Chapter 4 Least-Mean-Square Adaptive Filters

• Chapter 5 Least-Squares Adaptive Filters

• Chapter 6 Recursive Least-Squares Adaptive Filters

• Chapter 7 Block Adaptive Filters

• Chapter 8 Transform domain and Subband Adaptive Filters

• Chapter 9 Linear Prediction Algorithm and Lattice Filters

• Chapter 10 IIR Adaptive Filters

• Chapter 11 Kalman Filters

• Chapter 12 Application- Equalizers

• Chapter 13 Application- Adaptive Control Systems

• Chapter 14 Application- Adaptive Interference Canceling

• Chapter 15 Application- Adaptive Arrays and Beamforming