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题目/Title:A New Variable Step Size LMS Algorithm with Application to Active Noise Control

作者/Author:
                        Yue Wang,Chun Zhang,Zhihua Wang

会议/Conference:ICASSP 2003

地点/Location:Hong Kong

年份/Issue Date:2003.6-10 Apr.

页码/pages:pp. V - 573-5

摘要/Abstract:
A new adaptive step size adjustment least mean square (LMS) algorithm is presented. The proposed algorithm modifies the existing LMS using the estimated output error as an important component for the modification of the step size. Experiment results demonstrate that application of the new algorithm leads to a significant gain in SNR (signal-to-noise ratio), thus visibly reduces the output error and greatly improves the convergence speed in the context of adaptive active noise cancellation.

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