Detection of Abrupt Changes in Signals and Dynamical Systems

SOMMARIO

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.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9783540160434
• Collana: Lecture Notes in Control and Information Sciences
• Dimensioni: 244 x 170 mm
• Formato: Brossura
• Illustration Notes: X, 375 p. 16 illus.
• Pagine Arabe: 375
• Pagine Romane: x