Steady-State Performance Analysis of a Variable Tap-Length LMS Algorithm.pdf (968.36 kB)
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journal contribution
posted on 20.01.2010, 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.
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