一、課程說明(Course Description)

1. Purpose:
Adaptive signal processing especially adaptive filtering has found various
applications in areas of communications, control, radar, sonar, seismology,
and biomedical engineering. This course provides fundamentals, mathematical
theory, and useful techniques for analysis and design of adaptive filters.

2. Course Outline:
1) General Introduction
2) Random Signal Analysis
3) Optimal Signal Processing
4) Introduction to Adaptive Filtering
5) Adaptive Signal Processing: Algorithms and Structures
6) Applications of Adaptive Filtering

3. Prerequisite: None























二、指定用書(Text Books)

Handout




















三、參考書籍(References)

1. P. M. Clarkson, Optimal and Adaptive Signal Processing, CRC Press, 1993.
2. B. Widrow and S. D. Stearns, Adaptive Signal Processing, Prentice-Hall,
1985.
3. S. Haykin, Adaptive Filter Theory, 5th Ed., Pearson, 2013.

























四、教學方式(Teaching Method)

Lecture


五、教學進度(Syllabus)

1) General Introduction
2) Random Signal Analysis
3) Optimal Signal Processing
4) Introduction to Adaptive Filtering
5) Adaptive Signal Processing: Algorithms and Structures
6) Applications of Adaptive Filtering









六、成績考核(Evaluation)

Midterm: 40%
Homework: 30%
Term Project: 30%





















七、可連結之網頁位址