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Modifier formula on mean square convergence of LMS algorithm

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4 Author(s)
Yuantao Gu ; Dept. of Electron. Eng., Tsinghua Univ., Beijing, China ; Kun Tang ; Huijuan Cui ; Wen Du

In describing the mean square convergence of the LMS algorithm, the update formula based on independence assumption will bring explicit errors, especially when step-size is large. A modifier formula that describes the convergence well, is proposed. Simulations support the proposed formula in different conditions

Published in:

Electronics Letters  (Volume:38 ,  Issue: 19 )