Higher Order Spectra Analysis: A Non-Linear Signal Processing Framework / Edition 1

Higher Order Spectra Analysis: A Non-Linear Signal Processing Framework / Edition 1

by Chrysostomos Nikias, Athina P. Petropulu
     
 

ISBN-10: 0136782108

ISBN-13: 9780136782100

Pub. Date: 04/19/1993

Publisher: Prentice Hall

In response to the recent growth of interest in polyspectra, this timely text provides an introduction to signal processing methods that are based on polyspectra and cumulants concepts. The emphasis of the book is placed on the presentation of signal processing tools for use in situations where the more common power spectrum estimation techniques

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Overview

In response to the recent growth of interest in polyspectra, this timely text provides an introduction to signal processing methods that are based on polyspectra and cumulants concepts. The emphasis of the book is placed on the presentation of signal processing tools for use in situations where the more common power spectrum estimation techniques fall short. This manual will be valuable to practicing engineers who need an introduction to polyspectra from a signal processing perspective.

Product Details

ISBN-13:
9780136782100
Publisher:
Prentice Hall
Publication date:
04/19/1993
Series:
Prentice Hall Signal Processing Series
Edition description:
New Edition
Pages:
560
Product dimensions:
6.92(w) x 9.05(h) x 1.10(d)

Table of Contents

1. Definitions and Properties of Cumulants and Cumulant Spectra.

2. Polyspectra of Deterministic Signals.

3. Conventional Methods for the Estimation of Polyspectra.

4. Nonminimum Phase Signal Reconstruction.

5. Polycepstra.

6. Parameter Estimation.

7. Adaptive Signal Processing.

8. Detection and Characterization of Nonlinearities.

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