You are not signed in. Sign in.

List Books: Buy books on ListBooks.org

Digital Signal Processing: A Practical Guide for Engineers and Scientists » (1st Edition)

Book cover image of Digital Signal Processing: A Practical Guide for Engineers and Scientists by Steven Smith

Authors: Steven Smith, Smith
ISBN-13: 9780750674447, ISBN-10: 075067444X
Format: Paperback
Publisher: Elsevier Science
Date Published: October 2002
Edition: 1st Edition

Find Best Prices for This Book »

Author Biography: Steven Smith

Book Synopsis

*Covers all major DSP topics
*Full of insider information and shortcuts
*Basic techniques and algorithms explained without complex numbers

Written by a working scientist/engineer who has used DSP in his inventions and designs, Digital Signal Processing will help design engineers on the job trying to master a tough subject that is now regarded as an essential engineering skill and put it to use.

This immensely practical and thorough book has been written for engineers and scientists in a wide variety of fields, with the goal of explaining DSP techniques while avoiding the barriers of abstract theory and detailed mathematics, enabling readers to put the powerful tools of DSP to work in their research and designs. All techniques are explained through analogies, not simply proven to be true through mathematical derivations. The math is included where it is needed, but it is not used as the primary means of conveying the information. The illustrations are profuse and help to support the text in creative ways. Numerous detailed applications examples from many fields bring the theory to life. The coverage is thorough, detailed, and enlightening. The accompanying CD-ROM contains all the computer code from the 40+ programs used in the applications examples, along with DSP software tools and info from various DSP manufacturers.

In addition to its thorough coverage of DSP design and programming techniques, Smith also covers the operation and usage of DSP chips. He uses Analog Devices' popular DSP chip family as design examples. Also included on the CD-ROM is technical info on DSP processors from the four major manufacturers (Analog Devices, Texas Instruments, Motorola, and Lucent) and other DSP software.

Table of Contents

Ch. 1The Breadth and Depth of DSP1
Ch. 2Statistics, Probability and Noise11
Ch. 3ADC and DAC35
Ch. 4DSP Software67
Ch. 5Linear Systems87
Ch. 6Convolution107
Ch. 7Properties of Convolution123
Ch. 8The Discrete Fourier Transform141
Ch. 9Applications of the DFT169
Ch. 10Fourier Transform Properties185
Ch. 11Fourier Transform Pairs209
Ch. 12The Fast Fourier Transform225
Ch. 13Continuous Signal Processing243
Ch. 14Introduction to Digital Filters261
Ch. 15Moving Average Filters277
Ch. 16Windowed-Sinc Filters285
Ch. 17Custom Filters297
Ch. 18FFT Convolution311
Ch. 19Recursive Filters319
Ch. 20Chebyshev Filters333
Ch. 21Filter Comparison343
Ch. 22Audio Processing351
Ch. 23Image Formation and Display373
Ch. 24Linear Image Processing397
Ch. 25Special Imaging Techniques423
Ch. 26Neural Networks (and more!)451
Ch. 27Data Compression481
Ch. 28Digital Signal Processors503
Ch. 29Getting Started with DSPs535
Ch. 30Complex Numbers551
Ch. 31The Complex Fourier Transform567
Ch. 32The Laplace Transform581
Ch. 33The z-Transform605
Glossary631
Index643

Subjects