Digital Signal Processing - Schaum’s Outlines Series

Schaum's Outline of Digital Signal Processing By Monson H. Hayes

Digital signal processing (DSP) is concerned with the representation of signals in digital form and with the processing of these signals and the information they carry. While DSP as we know it today began to flourish in the 1960s, some of its most important techniques trace back to numerical algorithms proposed centuries earlier, and since the first DSP chips appeared in the early 1970s, the field has evolved dramatically alongside the rapid growth in processor speed and sophistication. This Schaum's Outline presents all the essential course information in an easy-to-follow, topic-by-topic format, backed by hundreds of solved examples and practice exercises so students can test their understanding as they go. Chapter 3 gives an especially detailed treatment of practical analog-to-digital and digital-to-analog conversion — more depth than most DSP textbooks offer — followed by chapters building through the z-transform, transform analysis of systems, the discrete Fourier transform, and its more computationally practical alternative, the fast Fourier transform.

Topics commonly covered include:

• Discrete-time signals and systems

• The discrete-time Fourier transform (DTFT)

• Sampling, aliasing, and A/D and D/A conversion

• The z-transform and its properties

• Transform analysis of linear time-invariant systems

• The discrete Fourier transform (DFT)

• The fast Fourier transform (FFT)

• Digital filter design and implementation

Key features:

• Over 300 problems solved step-by-step, plus supplementary practice exercises

• Ideal for independent study and exam revision alongside any core DSP textbook

• Part of the Schaum's Outline series, trusted by more than 30 million students

• Unusually thorough treatment of practical A/D and D/A conversion topics

• Written by a professor with direct research experience in digital signal processing and image/video processing

Perfect for:

• Electrical and electronic engineering students taking a digital signal processing course

• Students needing a supplement to a denser primary DSP textbook

• Students studying signals and systems or digital filter design

• Anyone doing rapid, problem-solving-focused exam revision in DSP

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