A Refrained Variable Step-Size ELMS-Like Algorithm

Lu Zhen-su; Huang Shi

Volume 27 Issue 10

Oct. 2005

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Lu Zhen-su, Huang Shi. A Refrained Variable Step-Size ELMS-Like Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(10): 1524-1526.

Citation:

Lu Zhen-su, Huang Shi. A Refrained Variable Step-Size ELMS-Like Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(10): 1524-1526.

Lu Zhen-su, Huang Shi. A Refrained Variable Step-Size ELMS-Like Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(10): 1524-1526.

Citation:

Lu Zhen-su, Huang Shi. A Refrained Variable Step-Size ELMS-Like Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(10): 1524-1526.

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A Refrained Variable Step-Size ELMS-Like Algorithm

Received Date: 2004-05-28
Rev Recd Date: 2004-12-09
Publish Date: 2005-10-19

Abstract

Abstract

Following a brief discussion on basic LMS algorithms, the ELMS algorithms with steady small MSE is introduced. The new algorithm using the adaptive NLMS signal-estimator to predict the signal s(k). Forgetting factor i and error signal are used to control the step size update for iteration. Theoretics analysi and computer simulations demonstrate that the presented algorithm has good performance both in convergence properties and steady small misadjustment.

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References(1)

References

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