LAUSR

Incorporating Nonparametric Knowledge to the Least Mean Square Adaptive Filter

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1 Published in 2019 at "Circuits, Systems, and Signal Processing"

DOI: 10.1007/s00034-018-0954-x

Abstract: In the framework of the maximum a posteriori estimation, the present study proposes the nonparametric probabilistic least mean square (NPLMS) adaptive filter for the estimation of an unknown parameter vector from noisy data. The NPLMS… read more here.

Keywords: least mean; adaptive filter; mean square; incorporating nonparametric ... See more keywords