Lecture Notes in Control and Information Sciences

Nonlinear Time Series and Signal Processing

Editors: Mohler, Ronald R. (Ed.)

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About this book

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.

Table of contents (10 chapters)

Table of contents (10 chapters)
  • On the application of kalman filtering to correct errors due to vertical deflections in inertial navigation

    Pages 1-9

    Balakrishnan, A. V.

  • Filtering and detection problem for nonlinear time series

    Pages 10-17

    Kolodziej, Wojciech J. (et al.)

  • Spectral and bispectral methods for the analysis of nonlinear (non Gaussian) time series signals

    Pages 18-42

    Subba Rao, T.

  • Bilinear time series: Theory and application

    Pages 43-58

    Tang, Z. (et al.)

  • Bivariate bilinear models and their specification

    Pages 59-74

    Kumar, Kuldeep

Buy this book

eBook $84.99
price for USA in USD
  • ISBN 978-3-540-38837-1
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA in USD
  • ISBN 978-3-540-18861-2
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Nonlinear Time Series and Signal Processing
Editors
  • Ronald R. Mohler
Series Title
Lecture Notes in Control and Information Sciences
Series Volume
106
Copyright
1988
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-38837-1
DOI
10.1007/BFb0044270
Softcover ISBN
978-3-540-18861-2
Series ISSN
0170-8643
Edition Number
1
Number of Pages
V, 150
Number of Illustrations
9 b/w illustrations
Topics