Please use this identifier to cite or link to this item: https://dspace.upt.ro/xmlui/handle/123456789/1589
Title: Normalized least mean squared adaptive algorithm with fractional tap (FT) length [articol]
Authors: Zoican, Sorin
Subjects: NLMS
Fractional tap length
Average squared error
Issue Date: 2008
Publisher: Timişoara : Editura Politehnica
Citation: Zoican, Sorin. Normalized least mean squared adaptive algorithm with fractional tap (FT) length. Timişoara: Editura Politehnica, 2008
Series/Report no.: Seria electronică şi telecomunicaţii;Tom 53(67), fasc. 2 (2008)
Abstract: This paper illustrates a new fractional tap length (FT) algorithm that improves the performance of the normalized least mean squared (NLMS) algorithms. The proposed algorithm, named NLMS-FT, is compared with an adaptive fractional tap length algorithm named NLMS-FT (adaptive length). The computational effort is similar for the proposed and adaptive tap length algorithms but the proposed algorithm has better performance in terms of tracking capabilities, speed of convergence and miss-adjustment. The proposed algorithm has the advantage that it is a less sensitive to its parameters (that is, it has fewer control variables to set). Therefore, the proposed algorithm is more robust than the adaptive tap length algorithm.
URI: http://primo.upt.ro:1701/primo-explore/search?query=any,contains,Normalized%20least%20mean%20squared%20adaptive%20algorithm%20with%20fractional%20tap%20(FT)%20length&tab=default_tab&search_scope=40TUT&vid=40TUT_V1&lang=ro_RO&offset=0 Link Primo
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