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.

Covers all major DSP topicsFull of insider information and shortcutsBasic techniques and algorithms explained without complex numbers

The Breadth and Depth of DSP; Statistics, Probability and Noise; ADC and DAC; DSP Software; Linear Systems; Convolution; Properties of Convolution; The Discrete Fourier Transform; Applications of the DFT; Fourier Transform Properties; Fourier Transform Pairs; The Fast Fourier Transform; Continuous Signal Processing; Introduction to Digital Filters; Moving Average Filters; Windowed-Sinc Filters; Custom Filters; FFT Convolution; Recursive Filters; Chebyshev Filters; Filter Comparison; Audio Processing; Image Formation and Display; Linear Image Processing; Special Imaging Techniques; Neural Networks (and more!); Data Compression; Digital Signal Processors; Getting Started with DSPs; Complex Numbers; The Complex Fourier Transform; The Laplace Transform; The z-Transform; Index