Reading Guide

UNDER CONSTRUCTION!!! Here is a reading guide to help you get ready for the final exam. It would be great if students would a) add references, and b) note the references that they find most useful.

Note: PM refers to the official course book, Digital Signal Processing, 3rd edition, J.G. Proakis and D.G. Manolakis. Prentice Hall, 1996.

• I corrected the entire codes of this webpage. Now you are able to click the link and get the information. Thanks! --Kim415 21:33, 30 April 2009 (UTC)
  • Thanks. --Mboutin 13:14, 1 May 2009 (UTC)

Basic Material

• Review of complex numbers from Prof. Pollak's supplementary notes
• Prof. Allebach's lecture notes on complex variables
• PM's discussion of Linear algebra and Fourier series: pp. 232-240, 247-253, 399-409,
• Prof. Pollak's supplementary notes on Fourier series

Signals

• PM pp. 7-21
• Prof. Allebach's lecture notes on Signal Types
• Prof. Allebach's lecture notes on Signal Characteristics
• Prof. Allebach's lecture notes on Signal Transformations
• Prof. Allebach's lecture notes on Special Signals
• Prof. Allebach's handout on signal types
• Prof. Pollak's notes on signals

Systems

• PM pp. 43-91
• Prof. POllak's notes on systems
• Prof. Allebach's lecture notes on Systems Overview, p. 63
• Prof. Allebach's lecture notes on System Properties
• Prof. Allebach's lecture notes on Convolution, pp. 87-92, 97-110

Frequency analysis

• Frequency response: 1.2.3
• DTFT: PM pp. 253-259, 264-314, 331-345,
• Prof. Allebach's lecture notes on Fourier analysis
• Prof. Pollak's notes on frequency analysis

Sampling

• PM pp. 23-33, 738-748, 782-790,
• Prof. Pollak's notes on sampling
• Prof. Allebach's lecture notes on sampling analysis
• Prof. Allebach's lecture notes on relation between CTFT and DTFT
• Prof. Allebach's lecture notes on sampling rate conversion

Z-transform

• PM pp. 151-197,
• Prof. Pollak's notes on z-transform
• Prof. Allebach's lecture notes on Derivation,
• Prof. Allebach's lecture notes on Properties and Pairs,
• Prof. Allebach's lecture notes on Z-transform and Difference Equations pp. 33-45,
• Prof. Allebach's lecture notes on Inverse Z-transform
• Prof. Bouman's handout on partial fractial expansion for inverse z-transform

DFT and FFT

• PM pp. 393-425, 448-475
• Prof. Allebach's lecture notes on Derivation p. 24
• Prof. Allebach's lecture notes on Properties and Pairs,
• Prof. Allebach's lecture notes on FFT,
• Prof. Allebach's lecture notes on Circular Convolution
• Prof. Pollak's notes on FFT
• Prof. Bouman's handout on DFT, FFT, and quantization

Speech

• Prof. Pollak's notes on speech processing
• Speech processing course by Mike Brooks

Random sequences

• Prof. Pollak's notes on random sequences, detection, and estimation
• Prof. Allebach's lecture notes on One Random Variable,
• Prof. Allebach's lecture notes on Two Random Variables,
• Prof. Allebach's lecture notes on Random Sequences,
• Prof. Allebach's lecture notes on Estimation of Distributions,
• Prof. Allebach's lecture notes on Filtering,
• Prof. Allebach's lecture notes on Estimation of Correlation Functions

Quantization

• Lab material on quantization
• Prof. Bouman's handout on DFT, FFT, and quantization

2D Fourier transform

• Prof. Bouman's lecture notes on 2D FT