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OALib Journal期刊
ISSN: 2333-9721
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Multi-rate Updated Adaptive Algorithm Applied to Acoustic Echo Cancellation
变速率更新自适应算法在回声抵消中的应用

Keywords: Adaptive filter,acoustic echo cancellation,multiupdate-rate,computational complexity
自适应滤波器
,回声抵消,变速率,运算量

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Abstract:

By analysing the actual room acoustic environment, this paper presents a novel algorithm for acoustic echo cancel- lation,which can dynamically change the coefficients update- rate of the adaptive filter.This algorithm builds up a nonlinear function relationship between update-rate and the error signal. The update-rate of the coefficients increases automatically when the environment varies,while it would be smaller in a stable state,which can lead to significant reduction in the computa- tional burden.Theoretical analysis and computer simulations indicate that the convergence and tracking properties of this al- gerithm are as good as the traditional algorithms.

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