Detection of Abrupt Changes in Signals and Dynamical Systems

List of contents

On -line detection of jumps in mean.- Detection of abrupt changes in dynamic systems.- Two examples of application of the GLR method in signal processing.- Advanced methods of change detection: An overview.- III - Design of algorithms for change detection : Likelihood-oriented approaches.- Off-line statistical analysis of change-point models using non parametric and likelihood methods.- The two-models approach for the on-line detection of changes in AR processes.- Sequential detection of changes in stochastic systems.- The local method applied to the robust detection of changes in the poles of a pole-zero system.- Redundancy relations and robust failure detection.- Estimation-based approaches to rhythm analysis in electrocardiograms.- On line segmentation of speech signals without prior recognition.- Application of change detection theory to seismic signal processing.

Product details

• Assisted by: Michel Basseville (Editor), Michele Basseville (Editor), BENVENISTE (Editor), Benveniste (Editor), Albert Benveniste (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 22.04.2014
• EAN: 9783540160434
• ISBN: 978-3-540-16043-4
• No. of pages: 375
• Weight: 750 g
• Illustrations: X, 375 p. 16 illus.
• Series: Lecture Notes in Control and Information Sciences; Lecture Notes in Control and Information Sciences
• Subject: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering