Event based sampling in non-linear filtering

Title: Event based sampling in non-linear filtering
Creator: Cea , Mauricio G.; Goodwin, Graham C.
Relation: Control Engineering Practice Vol. 20, Issue 10, p. 963-971
Publisher Link: http://dx.doi.org/10.1016/j.conengprac.2011.11.008
Publisher: Pergamon
Resource Type: journal article
Date: 2012
Description: Most of the existing approaches to estimation and control are based on the premise that regular sampling is used. However, in some applications, there exists strong motivation to use “event” rather than “time” based sampling. For example, in sensor networks, it is often desirable to send data only when “something interesting” happens. This paper explores some of the issues involved in event based sampling in the context of non-linear filtering. Several examples are presented to illustrate the ideas.
Subject: event-based sampling; sampling systems; vector quantization; non-linear filters; non-linear systems
Identifier: http://hdl.handle.net/1959.13/1310779
Identifier: uon:22083
Identifier: ISSN:0967-0661
Language: eng
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