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Digital signal processing with examples in MATLAB®

Author: Samuel D Stearns; Donald R Hush
Publisher: Boca Raton, FL : CRC Press, 2011.
Series: Electrical engineering and applied signal processing series.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Summary:
"This book explains the fundamentals of digital signal processing and how to apply DSP to the design of signal processing systems. Using the book perations, including spectral analysis and modeling. This second edition features new sections on simulation of continuous systems, the Chirp-z transform, linear and logarithmic sampling and resampling, the discrete sine transform, spread-spectrum techniques, digital
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Document Type: Book
All Authors / Contributors: Samuel D Stearns; Donald R Hush
ISBN: 9781439837825 1439837821
OCLC Number: 491889106
Description: xxiii, 483 pages : illustrations ; 25 cm.
Contents: Introduction --
Least squares, othogonality, and the Fourier series --
Correlation, Fourier spectra, and the sampling theorem --
Linear systems and transfer functions --
FIR filter design --
IIR filter design --
Random signals and spectra estimation --
Least-squares system design --
Adaptive signal processing --
Signal information, coding, and compression --
Models of analog systems --
Pattern recognition with support vector machines.
Series Title: Electrical engineering and applied signal processing series.
Responsibility: Samuel D. Stearns, Donald R. Hush.

Abstract:

"This book explains the fundamentals of digital signal processing and how to apply DSP to the design of signal processing systems. Using the book perations, including spectral analysis and modeling. This second edition features new sections on simulation of continuous systems, the Chirp-z transform, linear and logarithmic sampling and resampling, the discrete sine transform, spread-spectrum techniques, digital differentiation, and integration. It also includes more information on the power density spectrum, implementation of the FFT, and the equation error method in adaptive signal processing"--

"The Preface to the First Edition, which has been altered slightly to make its contents current, follows below. It remains the main preface to this text. The purpose of this second edition, its intended audience, and our reasons for writing it are still the same as those described in the first preface. In this second edition we have attempted to correct and improve the original text in response to comments from colleagues, students, and other friends who have suggested ways to clarify and improve the book. We have also added topics that have become the basis for current DSP applications of which we are aware, as well as several topics which, we have been informed repeatedly, "should have been included" in the first edition. These include a chapter on modeling analog systems and a chapter on pattern recognition (as used in discrimination, detection, and decision making) using support vector machines, as well as sections on the chirp-z transform, resampling and waveform reconstruction, the discrete sine transform, logarithmic and nonuniform sampling, and other items, including an appendix containing a table of transforms more comprehensive than the table in the first edition"--

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"This book will guide you through the mathematics and electrical engineering theory using real-world applications. It will also use MATLAB(R), a software tool that allows you to easily implement Read more...

 
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