Advanced Signal Processing

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Lecturer
Nishihara Akinori 
Place
Mon7-8(W9-213)  
Credits
Lecture2  Exercise0  Experiment0
Code
56007
Syllabus updated
2011/3/23
Lecture notes updated
2011/7/3
Semester
Spring Semester
Supplementary documents

Outline of lecture

Realization of FIR and IIR systems and parasitic effects, robust digital filters, multirate signal processing(sampling rate alteration), filter banks, wavelets, adaptive filters, digital signal processors, etc.

Purpose of lecture

Several important topics on the design and implementation of signal processing algorithms and their theoretical background will be discussed.

Plan of lecture

01.Overview of Signal Processing
02.Digital Filter Design
03.Finite Wordlength Effects
04.Multirate Systems (Sampling Rate Alteration)
05.Polyphase Representation
06.Filter Banks
07.M-channel Filter Banks
08.Adaptive Filters
09.Gradient Adaptive Algorithm
10.Recursive Adaptive Algorithm
11.DSP Systems
12.Pipeline and Parallel Processing
13.Implementation of DSP Systems

Textbook and reference

Materials will be prepared by the lecturer and can be downloaded.

Related and/or prerequisite courses

Basic signal processing course is prerequisite. Students are supposed to know z-transform, Fourier analysis, sampling theorem, etc.

Evaluation

Marks are based on examination.

Comments from lecturer

Although this course is taught in English, questions in Japanese are welcome.

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