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

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

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About

Features

  • discusses polyspectra in terms readily accessible to engineers.
  • explains methods that use polyspectra in signal processing for extracting information due to deviations from normality (Gaussianess).
  • covers methods for recovering the correct phase character of signals.
  • shows how to detect and characterize nonlinearities in signals.

Description

  • Copyright 1993
  • Dimensions: 7 x 9 1/4
  • Pages: 528
  • Edition: 1st
  • Book
  • ISBN-10: 0-13-678210-8
  • ISBN-13: 978-0-13-678210-0

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. KEY TOPICS: 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. MARKET: This manual will be valuable to practicing engineers who need an introduction to polyspectra from a signal processing perspective.

Sample Content

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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