Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/72986
Title: Variable step-size LMS algorithm: new developments and experiments
Authors: Farhang-Boroujeny, B. 
Issue Date: 1994
Source: Farhang-Boroujeny, B. (1994). Variable step-size LMS algorithm: new developments and experiments. Proceedings - IEEE International Symposium on Circuits and Systems 2 : 265-268. ScholarBank@NUS Repository.
Abstract: The variable step size least mean square (VSLMS) algorithm is explored further and adopted for tracking of time varying environments. Two implementations of the VSLMS algorithm are proposed. Our emphasis is on the implementations with different step sizes at various taps of the adaptive filter. For an application where the adaptive filter is used to track a time varying plant, it is shown that the step sizes of the VSLMS algorithm converge towards their optimum values. Simulation results that support the developed theories are also presented.
Source Title: Proceedings - IEEE International Symposium on Circuits and Systems
URI: http://scholarbank.nus.edu.sg/handle/10635/72986
ISSN: 02714310
Appears in Collections:Staff Publications

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