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- W2098592102 abstract "This paper presents two new variations for algorithms over adaptive networks using a variable step-size strategy in order to enhance the overall performance. Variable step-size least mean square (VSSLMS) algorithms for incremental as well as diffusion strategies are studied and the results are compared with existing results. A comparison is done with the recently proposed Diffusion LMS algorithm with adaptive combiners and it is shown that VSSLMS provides a simplified solution than that of the Diffusion LMS algorithm with adaptive combiners. Also, a great improvement in performance is obtained when compared with the fixed step-size Incremental and Diffusion LMS techniques." @default.
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- W2098592102 date "2010-05-01" @default.
- W2098592102 modified "2023-09-26" @default.
- W2098592102 title "Variable step-size least mean square algorithms over adaptive networks" @default.
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- W2098592102 doi "https://doi.org/10.1109/isspa.2010.5605520" @default.
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