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Nonlinear Methods of Spectral Analysis

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Author(s): S. Haykin (auth.), Simon Haykin Ph, D., D. Sc. (eds.)
Series: Topics in Applied Physics 34
Edition: 2
Publisher: Springer-Verlag Berlin Heidelberg
Year: 1983

Language: English
Pages: 263
City: Berlin; New York
Tags: Mathematical Methods in Physics;Numerical and Computational Methods;Physical Chemistry

Introduction....Pages 1-8
Prediction-error filtering and maximum-entropy spectral estimation....Pages 9-72
Autoregressive and mixed autoregressive-moving average models and spectra....Pages 73-125
Iterative least-squares procedure for ARMA spectral estimation....Pages 127-153
Maximum-likelihood spectral estimation....Pages 155-179
Application of the maximum-likelihood method and the maximum-entropy method to array processing....Pages 181-244
Recent advances in spectral estimation....Pages 245-260