Steady-State Performance Analysis of a Variable Tap-Length LMS Algorithm.pdf (968.36 kB)
Steady-state performance analysis of a variable tap-length LMS algorithm
journal contribution
posted on 2010-01-20, 11:22 authored by Yonggang Zhang, Ning Li, Jonathon Chambers, Ali H. SayedA 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.
History
School
- Mechanical, Electrical and Manufacturing Engineering
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.Publisher
© IEEEVersion
- VoR (Version of Record)
Publication date
2008Notes
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.ISSN
1053-587XLanguage
- en