Higher Order Spectra Analysis

A Non-Linear Signal Processing Framework

Chrysostomos Nikias, Athina Petropulu (Autoren)

Buch | Softcover

568 Seiten

1993
Pearson (Verlag)
978-0-13-678210-0 (ISBN)

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Provides an introduction to signal processing methods that are based on polyspectra and cumulants concepts. This book emphasises on the presentation of signal processing tools for use in situations where the more common power spectrum estimation techniques fall short.

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.

Chrysostomos L. Nikias is an Associate Professor and Director of the Communications and Digital Signal Processing Center for Research and Graduate Studies, Department of Electrical and Computer Engineering, Northeastern University. His research interests lie in the areas of digital signal processing with applications, detection, and estimation theory, and bioengineering.

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.

Erscheint lt. Verlag	1.5.1993
Sprache	englisch
Maße	242 x 180 mm
Gewicht	950 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
ISBN-10	0-13-678210-8 / 0136782108
ISBN-13	978-0-13-678210-0 / 9780136782100
Zustand	Neuware