声学回波消除的FPGA实现

W. C. Chew, B. Farhang-Boroujeny
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引用次数: 19

摘要

本文介绍了利用现场可编程门阵列(FPGA)实现先前提出的LMS-Newton算法的细节。在Xilinx XC4062XL芯片上,我们设计了一个578个抽头的自适应滤波器,其采样率高达29.4 kHz。讨论了设计中各个模块的字长要求。在大多数早期出版物中被忽略的一个有趣的发现是,尽管为了防止失速现象,应该使用一个相对较长的字长作为滤波器的分接权值,但用于计算滤波器输出的实际分接权值位可能会少很多位。所提出的设计是可级联的,这意味着通过级联几个芯片,可以实现长度为578倍的自适应滤波器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FPGA implementation of acoustic echo cancelling
This paper presents the details of the realisation of a previously proposed LMS-Newton algorithm using field programmable gate array (FPGA). On one Xilinx XC4062XL chip, we designed a 578-tap adaptive filter, which operates at a sampling rate of up to 29.4 kHz. We discuss the word-length requirement of various modules in the design. An interesting finding which has been ignored in most earlier publications is that although a relatively long word-length should be used for the filter tap-weights to prevent the stalling phenomenon, the actual tap-weight bits which should be used to calculate the filter output can be many bits less. The proposed design is cascadable, meaning that by cascading a few chips, adaptive filters with lengths at a multiple of 578 could be implemented.
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