Presentation 2010-05-27
Stable tracking of generalized eigenvectors with decaying window and projection approximation
Toshihisa TANAKA, Hironao TANOUCHI,
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Abstract(in English) It is well known that several problems in signal processing are reduced to generalized eigenvalue problems. This paper presents a novel algorithm that adaptively tracs generalized eigenvectors, which are the solution of generalized eigenvalue problems. This method is on the basis of decaying windows functions and recursive least-square methods, and can cope with the case where input signals have sudden changes. Moreover, in the steady-state, the method can stably track generalized eivenvectors without large oscillation.
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Paper # EA2010-16,SIP2010-16,SP2010-16
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Committee SIP
Conference Date 2010/5/19(1days)
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Registration To Signal Processing (SIP)
Language JPN
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Title (in English) Stable tracking of generalized eigenvectors with decaying window and projection approximation
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1st Author's Name Toshihisa TANAKA
1st Author's Affiliation Institute of Symbiotic Science and Technology, Graduate School()
2nd Author's Name Hironao TANOUCHI
2nd Author's Affiliation Department of Electrical and Electronic Engineering, Faculty of Engineering Tokyo University of Agriculture and Technology
Date 2010-05-27
Paper # EA2010-16,SIP2010-16,SP2010-16
Volume (vol) vol.110
Number (no) 55
Page pp.pp.-
#Pages 6
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