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 |
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Conference Date | 2010/5/19(1days) |
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Registration To | Signal Processing (SIP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
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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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