FPGA implementation of an acoustic echo canceller using a VSS-NLMS algorithm

C. Anghel, C. Paleologu, J. Benesty, S. Ciochină
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引用次数: 5

Abstract

Many interesting adaptive algorithms have been proposed for acoustic echo cancellation. Even if they exhibit good performance in “infinite” precision, their capabilities could be seriously affected when using practical implementation platforms, e.g., digital signal processor (DSP) or field-programmable gate array (FPGA). In this context, several finite-precision effects could seriously bias the acoustic echo canceller (AEC) behavior. In this paper, we present an FPGA implementation of an AEC based on a recently proposed variable step-size normalized least-mean-square (VSS-NLMS) algorithm. Area and speed results are provided for a XC2S600E chip. The overall performance of this AEC indicates that it could be a reliable solution for real-world acoustic echo cancellation scenarios.
使用VSS-NLMS算法的声回波消除器的FPGA实现
人们提出了许多有趣的自适应回声消除算法。即使它们在“无限”精度方面表现出良好的性能,在使用实际实现平台时,例如数字信号处理器(DSP)或现场可编程门阵列(FPGA),它们的能力也会受到严重影响。在这种情况下,几种有限精度效应会严重影响声回波消除器(AEC)的性能。在本文中,我们提出了一个基于可变步长归一化最小均方(VSS-NLMS)算法的AEC的FPGA实现。给出了XC2S600E芯片的面积和速度结果。该AEC的整体性能表明,它可能是一个可靠的解决方案,为现实世界的声学回波消除方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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