ASYMPTOTIC PROPERTIES OF A NEW RECURSIVE IDENTIFICATION METHOD USING DECONVOLUTION.

Kollias, Stefanos; Halkias, Christos

dc.contributor.author	Kollias, Stefanos	en
dc.contributor.author	Halkias, Christos	en
dc.date.accessioned	2014-03-01T02:47:36Z
dc.date.available	2014-03-01T02:47:36Z
dc.date.issued	1985	en
dc.identifier.issn	02714310	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/33277
dc.relation.uri	http://www.scopus.com/inward/record.url?eid=2-s2.0-0022307081&partnerID=40&md5=99c9fe32be3cb5bf1c2caea36735d693	en
dc.subject.other	COMPUTER PROGRAMMING - Algorithms	en
dc.subject.other	SEISMOLOGY	en
dc.subject.other	SIGNAL PROCESSING - Digital Techniques	en
dc.subject.other	AUTOREGRESSIVE MOVING-AVERAGE PROCESSES	en
dc.subject.other	DECONVOLUTION	en
dc.subject.other	INSTRUMENTAL VARIABLES METHOD	en
dc.subject.other	RECURSIVE IDENTIFICATION	en
dc.subject.other	SEISMIC SIGNALS	en
dc.subject.other	SYSTEMS SCIENCE AND CYBERNETICS	en
dc.title	ASYMPTOTIC PROPERTIES OF A NEW RECURSIVE IDENTIFICATION METHOD USING DECONVOLUTION.	en
heal.type	conferenceItem	en
heal.publicationDate	1985	en
heal.abstract	The authors examine the performance of a new recursive identification and deconvolution approach in the case of an ARMA model of a system, whose input is white unmeasurable stationary noise. This approach, which is especially useful in seismic signal deconvolution, is based on an algorithm using the instrumental variables method, combined with an online version of minimum variance deconvolution. The asymptotic properties of each of these two methods are examined in detail and various conclusions are derived. The performance of the method is evaluated in terms of the signal-to-noise ratio and the pole-zero locations or the frequency bandwidth of the impulse response of the system. Examples illustrate the theoretical results.	en
heal.publisher	IEEE, New York, NY, USA	en
heal.journalName	Proceedings - IEEE International Symposium on Circuits and Systems	en
dc.identifier.spage	419	en
dc.identifier.epage	422	en