Understanding Digital Signal Processing with MATLAB® and Solutions  book cover
1st Edition

Understanding Digital Signal Processing with MATLAB® and Solutions

ISBN 9780367779122
Published March 31, 2021 by CRC Press
472 Pages

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Book Description

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.

Table of Contents


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 Spectra 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 Function Bibliography


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Dr. Poularikas previously held the positions of Professor at University of Rhode Island, Kingston, USA, Chairman of the Engineering Department at the University of Denver, Colorado, USA, and Chairman of the Electrical and Computer Engineering Department at the University of Alabama in Huntsville, USA. He has published, coauthored, and edited 14 books and served as an editor-in-chief of numerous book series. A Fulbright scholar, lifelong senior member of the IEEE, and member of Tau Beta Pi, Sigma Nu, and Sigma Pi, he received the IEEE Outstanding Educators Award, Huntsville Section in both 1990 and 1996. Dr. Poularikas holds a Ph.D from the University of Arkansas, Fayetteville, USA.