Department of Computer Science, National Chiao Tung University

ILE 5241 Adaptive Signal Processing

Ÿ   Time of Offering: Spring Term, 2011

Ÿ   Level: Graduate Students

Ÿ   Prerequisites: The recommended prerequisite is to have taken Signals & Systems.

Ÿ   Course Instructor

­         Wen-Hsiao Peng (彭文孝), Ph.D

­         E-mail: pawn@mail.si2lab.org

­         Office: EC431 (工三館 431)

­         Phone: Ext56625

­         Lab: Multimedia Architecture and Processing Laboratory (MAPL)

­         URL: http://mapl.nctu.edu.tw

Ÿ   Course website

­         http://mapl.nctu.edu.tw/course/Asp_2011/index.php

Ÿ   Lectures

­         The course meets on Tuesdays (2CD) and Thursdays (4G) in ED 102.

­         The classroom and lecture times may be subject to change, depending on how many students take this course. The announcement will be made on the course web page two weeks after the first lecture.

Ÿ   Course Outline

­          Introduction

­          Discrete-Time Signals and Systems

­         Wiener Filters

­         Search Methods

­         The LMS Algorithm

­         Transform Domain Adaptive Filters

­         Lattice Filters

­         Methods of Least Squares

­         Fast RLS Algorithms

­         Block Implementation of Adaptive Filters

Ÿ   Lecture Notes

­         Lecture Notes by Prof. Hsueh-Ming Hang (杭學鳴), NCTU EE with additions from Prof. Carrson C. Fung (馮智豪), NCTU EE.

­         Password is required for accessing the lecture notes and will be announced during the lectures.

Ÿ   Text

­         B. Farhang-Boroujeny, Adaptive Filters Theory and Applications, John Wiley & Sons, 1998

Ÿ   Grading Policy

­         50% Homework (Written Assignments and Matlab Simulations)

­         25% Mid-term

­         25% Final

Ÿ   Office Hours

­         Any time slots are possible by appointments beforehand.

Ÿ   Teaching Assistant

­         陳俊吉  cheerchen73@gmail.com

­         EIC 721 (電子資訊大樓)

­         Ext59287

Ÿ   Miscellaneous

­         3/15-3/23 MPEG Geneva Meeting, Switzerland