An efficient approach to the detection of Bernoulli-Gaussian processes

Foudopoulos, P; Kollias, S; Halkias, C

dc.contributor.author	Foudopoulos, P	en
dc.contributor.author	Kollias, S	en
dc.contributor.author	Halkias, C	en
dc.date.accessioned	2014-03-01T01:09:43Z
dc.date.available	2014-03-01T01:09:43Z
dc.date.issued	1994	en
dc.identifier.issn	0005-1098	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/11152
dc.subject	Kalman filters	en
dc.subject	Optimal estimation	en
dc.subject	Parallel processing	en
dc.subject	Parameter estimation	en
dc.subject	Signal detection	en
dc.subject.classification	Automation & Control Systems	en
dc.subject.classification	Engineering, Electrical & Electronic	en
dc.subject.other	Computational complexity	en
dc.subject.other	Kalman filtering	en
dc.subject.other	Mathematical models	en
dc.subject.other	Optimal systems	en
dc.subject.other	Parallel processing systems	en
dc.subject.other	Parameter estimation	en
dc.subject.other	Signal detection	en
dc.subject.other	Bernoulli Gaussian processes	en
dc.subject.other	Minimum Variance Deconvolution Filter	en
dc.subject.other	Optimal estimation	en
dc.subject.other	Control system analysis	en
dc.title	An efficient approach to the detection of Bernoulli-Gaussian processes	en
heal.type	journalArticle	en
heal.identifier.primary	10.1016/0005-1098(94)90194-5	en
heal.identifier.secondary	http://dx.doi.org/10.1016/0005-1098(94)90194-5	en
heal.language	English	en
heal.publicationDate	1994	en
heal.abstract	An efficient technique for the detection of a Bernoulli-Gaussian process is proposed in this paper. A new property of the well-known Minimum Variance Deconvolution Filter is derived first, which can feed the detection procedure with reliable estimates of the input process. Based on this derivation, a detection procedure is built, which mainly uses simple detectors, reducing the contribution of more complex ones. The resulting detection procedure performs well and has a very low computational load. Examples are given, which illustrate the theoretical results.	en
heal.publisher	PERGAMON-ELSEVIER SCIENCE LTD	en
heal.journalName	Automatica	en
dc.identifier.doi	10.1016/0005-1098(94)90194-5	en
dc.identifier.isi	ISI:A1994NQ74600007	en
dc.identifier.volume	30	en
dc.identifier.issue	6	en
dc.identifier.spage	1009	en
dc.identifier.epage	1013	en