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Understanding Digital Signal Processing with MATLAB® and Solutions (The Electrical Engineering and Applied Signal Processing)
By 作者: Alexander D. Poularikas
ISBN-10 书号: 1138081434
ISBN-13 书号: 9781138081437
出版日期: 2017-11-09
pages 页数: (471)
The book discusses receiving signals that most electrical engineers detect and study. The vast majority of signals could never be detected due to random additive signals, known as noise, that distorts them or completely overshadows them. Such examples include an audio signal of the pilot communicating with the ground over the engine noise or a bioengineer listening for a fetus’ heartbeat over the mother’s. The text presents the methods for extracting the desired signals from the noise. Each new development includes examples and exercises that use MATLAB to provide the answer in graphic forms for the reader’s comprehension and understanding.
Contents
Abbreviations
Author
Chapter 1 Continuous and Discrete Signals
Chapter 2 Fourier Analysis of Continuous and Discrete
Signals
Chapter 3 The z-Transform,Difference Equations,and
Discrete Systems
Chapter 4 Finite Impulse Response(FIR)Digital Filter
Design
Chapter 5 Random Variables,Sequences,and
Probability Functions
Chapter 6 Linear Systems with Random Inputs,
Filtering,and Power Spectral Density
Chapter 7 Least Squares-Optimum Filtering
Chapter 8 Nonparametric(Classical)Spectra
Estimation
Chapter 9 Parametric and Other Methods for Spectral
Estimation
Chapter 10 Newton’s and Steepest Descent Methods
Chapter 11 The Least Mean Square(LMS)Algorithm
Chapter 12 Variants of Least Mean Square Algorithm
Chapter 13 Nonlinear Filtering
Appendix 1:Suggestions and Explanations for
MATLAB Use
Appendix 2:Matrix Analysis
Appendix 3:Mathematical Formulas
Appendix 4:MATLAB Functions
Bibliography
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