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Nonlinear Time Series and Signal Processing

Name: Nonlinear Time Series and Signal Processing
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 02172549
Price: 20407 HUF
Availability: InStock
Author: Ronald R. Mohler
ISBN: 9783540188612

Ronald R. Mohler

Language

English

Book Paperback

Libristo code: 02172549

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

This monograph provides a sample of relevant new results on dynamical nonlinear statistical modeling... Full description

Libristo code: 02172549

136 b

20 407 Ft

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This monograph provides a sample of relevant new results on dynamical nonlinear statistical modeling and estimation which forms a basis for more effective signal processing, decision and control. While the research literature is rich in linear Gaussian methodologies, new contributions to the most relevant area of nonlinear and non-Gaussian processes have been scarce. Among the significant areas of application for which such methodologies are needed are: economics, biology, immunology, underwater acoustics, electric power generation, chemical process control, and variable structure systems in general. The latter include adaptive, intelligent, and decomposing mathematical structures or processes. The volume includes ten research papers on theory, computational methods, and applications. Topics include filtering with application to inertial navigation, structural-change detection, bilinear time-series models, bispectral estimation, threshold models, catastrophic models and a generalized eigenstructure method.