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High-Order Spectara Analysis : A Non-linear Signal Processing Framework - Chrysostomos L. Nikias

High-Order Spectara Analysis

A Non-linear Signal Processing Framework

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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.

Definitions and Properties of Cumulants and Cumulant Spectra
Polyspectra of Deterministic Signals
Conventional Methods for the Estimation of Polyspectra
Nonminimum Phase Signal Reconstruction
Polycepstra
Parameter Estimation
Adaptive Signal Processing
Detection and Characterization of Nonlinearities
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780136782100
ISBN-10: 0136782108
Series: Prentice Hall Signal Processing Series
Audience: Tertiary; University or College
Format: Paperback
Language: English
Number Of Pages: 568
Published: 30th April 1993
Country of Publication: US
Dimensions (cm): 24.33 x 18.34  x 2.67
Weight (kg): 0.96
Edition Number: 1