数字自适应滤波器在声学回波消除中的性能评价

Md. Anamul Haque, A. Islam, M. Islam
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引用次数: 4

摘要

无线网络链路受到衰落、衰减、非线性失真和噪声的影响。会议室类比声系统由于其反射反馈信号类似于无线通信的多径传播而表现出类似的现象;例外的是噪音水平很低。反馈信号的信号路径是非线性系统,可以用有限脉冲响应滤波器代替。本文的目的是比较三种常用的自适应滤波器(频域自适应滤波器、最小均方滤波器和卡尔曼滤波器)在自适应高斯白噪声环境下回波抵消的性能。
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Evaluation of performances of digital adaptive filters in acoustic echo cancellation
Wireless network link is debilitated by fading, attenuation, non-linear distortion and noise. Analogically sound system in a conference room shows similar phenomena due to the fact that the reflected feedback signals resemble the multi-path propagation of wireless communication; exception is that the noise level is very low. The signal path of the feedback signal is a non-linear system can be replaced by a finite impulse response filter. The aim of the paper is to compare the performance of three well known adaptive filters (Frequency Domain Adaptive Filter, Least Mean Square Filter, Kalman Filter) in context of echo cancellation under adaptive white Gaussian noisy environment.
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