Digital Signal Processing: A Practical Guide for Engineers and Scientists
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 companion website is technical info on DSP processors from the four major manufacturers (Analog Devices, Texas Instruments, Motorola, and Lucent) and other DSP software.\ *Covers all major DSP topics\ *Full of insider information and shortcuts\ *Basic techniques and...
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*Covers all major DSP topics *Full of insider information and shortcuts *Basic techniques and algorithms explained without complex numbersWritten 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.
Ch. 1The Breadth and Depth of DSP1Ch. 2Statistics, Probability and Noise11Ch. 3ADC and DAC35Ch. 4DSP Software67Ch. 5Linear Systems87Ch. 6Convolution107Ch. 7Properties of Convolution123Ch. 8The Discrete Fourier Transform141Ch. 9Applications of the DFT169Ch. 10Fourier Transform Properties185Ch. 11Fourier Transform Pairs209Ch. 12The Fast Fourier Transform225Ch. 13Continuous Signal Processing243Ch. 14Introduction to Digital Filters261Ch. 15Moving Average Filters277Ch. 16Windowed-Sinc Filters285Ch. 17Custom Filters297Ch. 18FFT Convolution311Ch. 19Recursive Filters319Ch. 20Chebyshev Filters333Ch. 21Filter Comparison343Ch. 22Audio Processing351Ch. 23Image Formation and Display373Ch. 24Linear Image Processing397Ch. 25Special Imaging Techniques423Ch. 26Neural Networks (and more!)451Ch. 27Data Compression481Ch. 28Digital Signal Processors503Ch. 29Getting Started with DSPs535Ch. 30Complex Numbers551Ch. 31The Complex Fourier Transform567Ch. 32The Laplace Transform581Ch. 33The z-Transform605Glossary631Index643
