An Improved LMS_Newton Algorithm and its Analysis

Abstract:

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An amended LMS Newton algorithm is proposed which create the nonlinear functional relation of the step factor μ and the error signal e (n). And the next we discuss the factors in the amended algorithm and the performance in the different IP environment. The algorithm is simple and easy to be implemented, Theoretical analysis and computer simulation show that the properties of the algorithm such as convergence speed, and steady state error ate better than those of SVSLMS algorithm.

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Periodical:

Edited by:

Han Zhao

Pages:

458-462

DOI:

10.4028/www.scientific.net/AMM.130-134.458

Citation:

R. M. Lian "An Improved LMS_Newton Algorithm and its Analysis", Applied Mechanics and Materials, Vols. 130-134, pp. 458-462, 2012

Online since:

October 2011

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$35.00

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