Digital Signal Processing: A Practical Guide for Engineers and Scientists
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. 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. |
Contents
Chapter 1 The Breadth and Depth of DSP | 1 |
Chapter 2 Statistics Probability and Noise | 11 |
Chapter 3 ADC and DAC | 35 |
Chapter 4 DSP Software | 67 |
Chapter 5 Linear Systems | 87 |
Chapter 6 Convolution | 107 |
Chapter 7 Properties of Convolution | 123 |
Chapter 8 The Discrete Fourier Transform | 141 |
Chapter 19 Recursive Filters | 319 |
Chapter 20 Chebyshev Filters | 333 |
Chapter 21 Filter Comparison | 343 |
Chapter 22 Audio Processing | 351 |
Chapter 23 Image Formation Display | 373 |
Chapter 24 Linear Image Processing | 397 |
Chapter 25 Special Imaging Techniques | 423 |
Chapter 26 Neural Networks and More | 451 |
Chapter 9 Applications of the DFT | 169 |
Chapter 10 Fourier Transform Properties | 185 |
Chapter 11 Fourier Transform Pairs | 209 |
Chapter 12 The Fast Fourier Transform | 225 |
Chapter 13 Continuous Signal Processing | 243 |
Chapter 14 Introduction to Digital Filters | 261 |
Chapter 15 Moving Average Filters | 277 |
Chapter 16 WindowedSinc Filters | 285 |
Chapter 17 Custom Filters | 297 |
Chapter 18 FFT Convolution | 311 |
Chapter 27 Data Compression | 481 |
Chapter 28 Digital Signal Processors | 503 |
Chapter 29 Getting Started with DSPs | 535 |
Chapter 30 Complex Numbers | 551 |
Chapter 31 The Complex Fourier Transform | 567 |
Chapter 32 The Laplace Transform | 581 |
Chapter 33 The zTransform | 605 |
Backmatter | 631 |
Back Cover | 651 |
Other editions - View all
Digital Signal Processing: A Practical Guide for Engineers and Scientists Steven Smith Limited preview - 2013 |
Digital Signal Processing: A Practical Guide for Engineers and Scientists Steven Smith No preview available - 2003 |