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- W1878342230 abstract "This paper proposes a new learning algorithm for adaptive microphone arrays consisting of multi-channel adaptive linear filters. The algorithm is based on the interior point method, which is a very powerful mathematical programming method. In this algorithm, the learning problem of multi-channel adaptive linear filters is formulated as a quadratic programming (QP) problem with some constraints. The optimal filter coefficients are updated using the analytic center for a feasible region of this QP, and the feasible region is shrunk by a factor dependent on the error energy of learning. Using this strategy, a numerical stability of learning can be ensured. It is shown experimentally that this numerical stability can be always maintained, and that a high quality of target extraction can be achieved." @default.
- W1878342230 created "2016-06-24" @default.
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- W1878342230 date "2002-11-07" @default.
- W1878342230 modified "2023-09-26" @default.
- W1878342230 title "A learning algorithm for adaptive microphone arrays based on mathematical programming methods" @default.
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- W1878342230 doi "https://doi.org/10.1109/icassp.2000.859096" @default.
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