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Filter Bank Design for Delayless Subband Adaptive Filtering Structures with Subband Weight Transformation

机译:带子带权重变换的无延迟子带自适应滤波结构的滤波器组设计

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摘要

Subband adaptive filters have been proposed to avoid the drawbacks of slow convergence and high computational complexity associated with time domain adaptive filters. Subband processing introduces transmission delays and signal degradations due to aliasing effects. In order to overcome the delays, delayless adaptive filtering has been introduced where the adaptive algorithm is working in subbands while the signal filtering is performed in fullband. A design method for filter banks with any oversampling factor is utilized, where the total filter bank group delay may be specified, and where the aliasing and magnitude/phase distortions are minimized. This paper investigates the performance of the filter banks in delayless adaptive filtering applied in an acoustic echo cancellation scenario for telephony conferencing
机译:已经提出了子带自适应滤波器,以避免与时域自适应滤波器相关的收敛慢和计算复杂度高的缺点。由于混叠效应,子带处理会引入传输延迟和信号降级。为了克服延迟,已经引入了无延迟自适应滤波,其中自适应算法在子频带中工作,而信号滤波在全频带中执行。利用一种具有任何过采样因子的滤波器组的设计方法,其中可以指定总滤波器组组延迟,并且可以将混叠和幅度/相位失真最小化。本文研究了在电话会议的声学回声消除方案中应用的无延迟自适应滤波中滤波器组的性能。

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