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# Partial-update NLMS algorithms with data-selective updating

@article{Werner2002PartialupdateNA, title={Partial-update NLMS algorithms with data-selective updating}, author={Stefan Werner and Marcello Luiz Rodrigues de Campos and Paulo S. R. Diniz}, journal={IEEE Transactions on Signal Processing}, year={2002}, volume={52}, pages={938-949} }

- Published 2002 in IEEE Transactions on Signal Processing
DOI:10.1109/ICASSP.2002.5745817

In this paper, we present mean-squared convergence analysis for the partial-update normalized least-mean square (PU-NLMS) algorithm with closed-form expressions for the case of white input signals. The formulae presented here are more accurate than the ones found in the literature for the PU-NLMS algorithm. Thereafter, the ideas of the partial-update NLMS-type algorithms found in the literature are incorporated in the framework of set-membership filtering, from which data-selective NLMS-type… CONTINUE READING

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