2102876

Adaptive Signal Processing
[Course Information |Course Outline| Assignment| Reading Materials]
 

Course Information

Course Instructor

- Assoc Prof Chedsada Chinrungreung

- Asst Prof Nisachon Tangsangiumvisai


Office : EE Building 4, 13th Floor, Dept. of Electrical Engineering, Chulalongkorn University, Bangkok 10330, THAILAND
Grading
Mid-term Exam 50% + Final Exam 50 %
Course Syllabus

[pdf]

Course Outline

Week Details Assignment

1

Lecture 1 : Introduction

 

2-3

Lecture 2 : Linear Optimal Filtering

 
4-5

Lecture 3 : Least Mean Square (LMS) Algorithm

 
6

Lecture 4 : Method of Least Squares

 

7

Lecture 5 : Recursive Least Squares (RLS) Algotihm

  
8 Mid-term Examination  
9 Lecture 6 : Block & Frequency-domain Adaptive Filtering  
10-11 Lecture 7 : Multirate Systems and Filter Banks  
12-13

Lecture 8 : Spectral Estimation

 
14-15 Lecture 9 : Application Examples  
16 Final Examination  

Assignment

Reading Materials

Related Books
  • Statistical Digital Signal Processing and Modeling
    by M. H. Hayes, John Wiley & Sons, 1996.
  • Adaptive Filter Theory
    by S. Haykin, 3rd Edition, Prentice Hall, 1996.

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