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Title: Steady-state performance analysis of a variable tap-length LMS algorithm
Authors: Zhang, Yonggang
Li, Ning
Chambers, Jonathon
Sayed, Ali H.
Keywords: Adaptive filters
Steady-state performance analysis
Variable tap-length LMS algorithm
Issue Date: 2008
Publisher: © IEEE
Citation: ZHANG, Y, LI, N, CHAMBERS, J and SAYED, A.H., 2008. Steady-state performance analysis of a variable tap-length LMS algorithm. IEEE Transactions on Signal Processing, 56 (2), PP 839-845.
Abstract: A steady-state performance analysis of the fractional tap-length (FT) variable tap-length least mean square (LMS) algorithm is presented in this correspondence. Based on the analysis, a mathematical formulation for the steady-state tap length is obtained. Some general criteria for parameter selection are also given. The analysis and the associated discussions give insight into the performance of the FT algorithm, which may potentially extend its practical applicability. Simulation results support the theoretical analysis and discussions.
Description: This article was published in the journal IEEE Transactions on Signal Processing [© IEEE] and is also available at: http://ieeexplore.ieee.org/. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Version: Published
DOI: 10.1109/TSP.2007.907805
URI: https://dspace.lboro.ac.uk/2134/5827
ISSN: 1053-587X
Appears in Collections:Published Articles (Mechanical, Electrical and Manufacturing Engineering)

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