A Modified Algorithm Based on Decoration VSSLMS

Yi Gang Sun; Zhong Rui Xue; Wei Xing Chen

doi:10.4028/www.scientific.net/AMR.850-851.913

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 850-851A Modified Algorithm Based on Decoration VSSLMS

A Modified Algorithm Based on Decoration VSSLMS

Abstract:

To improve the performance of LMS algorithm ,a modified algorithm is proposed .decoration is used and orthogonal vectors is applied to replace weigh of the filter ,forgetting factor is also introduced to control the step .A new model is built and experiment show that convergence speed is improved and steady-state error is reduced. The performance is improved.

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Periodical:

Advanced Materials Research (Volumes 850-851)

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913-917

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https://doi.org/10.4028/www.scientific.net/AMR.850-851.913

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Online since:

December 2013

Authors:

Yi Gang Sun, Zhong Rui Xue, Wei Xing Chen

Keywords:

Decoration, Filtering-Performance, LMS, Variable-Step-Size

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