The generalized Rayleigh's quotient adaptive noise subspace algorithm: A householder transformation-based implementation

Please use this identifier to cite or link to this item: https://doi.org/10.1109/TCSII.2005.854587

Title:	The generalized Rayleigh's quotient adaptive noise subspace algorithm: A householder transformation-based implementation
Authors:	Attallah, S.
Keywords:	Numerical stability OJA algorithm Rayleigh's quotient Subspace estimation
Issue Date:	Jan-2006
Citation:	Attallah, S. (2006-01). The generalized Rayleigh's quotient adaptive noise subspace algorithm: A householder transformation-based implementation. IEEE Transactions on Circuits and Systems II: Express Briefs 53 (1) : 3-7. ScholarBank@NUS Repository. https://doi.org/10.1109/TCSII.2005.854587
Abstract:	Recently, we proposed a low-cost adaptive algorithm for noise (or minor) subspace estimation based on the generalized Rayleigh's quotient. In this paper, we show how to numerically stabilize this algorithm using Householder transformation without incurring any significant increase in its computational complexity. Simulation results are given to validate this new algorithm. © 2006 IEEE.
Source Title:	IEEE Transactions on Circuits and Systems II: Express Briefs
URI:	http://scholarbank.nus.edu.sg/handle/10635/57622
ISSN:	10577130
DOI:	10.1109/TCSII.2005.854587
Appears in Collections:	Staff Publications

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