Student Manual for Digital Signal Processing using MATLAB

by Proakis, John G.; Manolakis, Dimitris K

• ISBN13: 9780131991088
• ISBN10: 0131991086
• Edition: 4th
• Format: Paperback
• Copyright: 2006-04-05
• Publisher: Pearson

Table of Contents

Preface	p. vii
Student Manual	p. 1
Introduction	p. 3
Use of the Student Manual in Conjunction with the Book	p. 3
Reading Assignment for Chapter 1	p. 3
About the Authors	p. 4
Discrete-Time Signals and Systems	p. 5
Learning Objectives	p. 5
Discrete-Time Signals	p. 6
Study Topics: Signals and Their Characteristics	p. 6
Discrete-Time Systems	p. 8
Study Topics: LTI Systems and Their-Properties	p. 9
Summary	p. 11
MATLAB Functions	p. 11
Problems	p. 12
The Transform	p. 16
Learning Objectives	p. 16
The Bilateral z-Transform	p. 16
Study Topics: Important Properties of the z-Transform	p. 17
Inversion of the z-Transform	p. 18
Representation of an LTI System in the z-Domain	p. 18
Solution of Difference Equations	p. 19
Summary	p. 21
MATLAB Functions	p. 21
Problems	p. 21
Discrete-Time Fourier Analysis	p. 24
Learning Objectives	p. 24
The Discrete-Time Fourier Transform	p. 25
Study Topics: Definitions and Properties	p. 25
The Frequency-Domain Representation of LTI Systems	p. 27
Study Topics: The Transfer Function of LTI Systems	p. 27
Sampling and Reconstruction of Analog Signals	p. 29
Study Topics: Sampling and Reconstruction	p. 29
Summary	p. 32
MATLAB Functions	p. 32
Problems	p. 32
The Discrete Fourier Transform	p. 35
Learning Objectives	p. 35
The Discrete Fourier Series	p. 36
Frequency Sampling and Reconstruction	p. 37
The Discrete Fourier Transform and Its Properties	p. 38
Study Topics: Important Properties of the DFT	p. 39
Linear Convolution Using the DFT	p. 41
The Fast Fourier Transform (FFT) Algorithms	p. 41
Summary	p. 42
MATLAB Functions	p. 42
Problems	p. 43
Realization of Digital Filters	p. 50
Learning Objectives	p. 50
IIR Filter Structures	p. 51
Study Topics: IIR Filter Realizations	p. 51
FIR Filter Structures	p. 54
Study Topics: FIR Filter Realizations	p. 54
Lattice Filter Structures	p. 56
Study Topics: Lattice and Lattice-Ladder Filter Realizations	p. 58
Summary	p. 59
MATLAB Functions	p. 59
Problems	p. 60
FIR Filter Design	p. 64
Learning Objectives	p. 64
Specifications and Properties of FIR Filters	p. 65
Study Topics: Filter specifications and FIR Filter Types	p. 65
Window Design Technique	p. 68
Study Topics: Window Design Method and Window Types	p. 68
Frequency-Sampling Design Techniques	p. 72
Study Topics: Sampling the Frequency Response	p. 72
Optimal Equiripple Design Technique	p. 73
Study Topics: Design Procedure	p. 73
Summary	p. 75
MATLAB Functions	p. 75
Problems	p. 76
IIR Filter Design	p. 82
Learning Objectives	p. 82
Design of Analog Lowpass Filters	p. 83
Study Topics: Characteristics and Parameters of Butterworth, Chebyshev, and Elliptic Filters	p. 83
Analog-to-Digital Filter Transformations	p. 88
Study Topics: Filter Transformations	p. 88
Frequency-Band Transformations	p. 90
Study Topics: Frequency-Band Transformations for Digital Filters	p. 90
Summary	p. 91
MATLAB Functions	p. 91
Problems	p. 93
Solutions to Problems	p. 97
Discrete-Time Signals and Systems	p. 99
The z-transform	p. 118
Discrete-Time Fourier Transform	p. 135
The Discrete Fourier Transform	p. 151
Digital-Filter Structures	p. 180
FIR Filter Design	p. 195
IIR Filter Design	p. 229
Index	p. 255
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