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• W2099048037 abstract "In this paper we address the problem of blind source separation when the mixing system is time-variant. We address the problem using piecewise linearly variant unmixing matrices in time as an approximation. Using optimization theory we are able to transform the independent component analysis problem to handle linearly time-variant unmixing matrices. Using a time-adaptive whitening pre-processing step, ICA in the lie-group domain, and an optimization problem in the original unmixing matrix domain we are able to get accurate results for synthetically generated signals, bringing significant improvements over time-invariant ICA methods." @default.
• W2099048037 created "2016-06-24" @default.
• W2099048037 creator A5009624127 @default.
• W2099048037 creator A5084224750 @default.
• W2099048037 date "2006-10-04" @default.
• W2099048037 modified "2023-09-28" @default.
• W2099048037 title "Blind Source Separation for Time-Variant Mixing Systems Using Piecewise Linear Approximations" @default.
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• W2099048037 doi "https://doi.org/10.1109/icassp.2005.1416300" @default.
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