自适应对角加载的声波束形成

Xin Zhang, Luhao Zhuang, Wenwen Liu, Hao Qi, Xiu Zhang
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引用次数: 0

摘要

声波束形成是麦克风阵列信号处理中的一项重要技术。它涉及复杂环境下智能设备对语音信号的采集。声波束形成是为了形成传声器阵列的空间方向性,增强期望信号,抑制干扰和噪声。当期望信号的方向不准确时,弗罗斯特波束形成等声波束形成方法无法滤除干扰和噪声信号。本文试图提高声波束形成对不准确信号方向的鲁棒性。在对角加载技术的基础上,提出了一种自适应估计信号方向的方法。基于霜波束形成方法进行了仿真。结果表明,所提出的自适应对角加载方法能够有效抑制干扰和噪声信号。与非自适应方法相比,提高了信噪比。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Acoustic beamforming through adaptive diagonal loading
Acoustic beamforming is an important technology in microphone array signal processing. It relates to the acquisition of speech signals by intelligent devices in complex environments. Acoustic beamforming is to form spatial directivity of microphone array, enhance desired signal, and suppress interference and noise. When the direction of desired signal is not accurately known, acoustic beamforming method like Frost beamforming would fail to filter interference and noise signals. This paper attempts to enhance the robustness of acoustic beamforming against inaccurate signal direction. Based on diagonal loading technique, an adaptive method is proposed to estimate signal direction. Simulation is performed on the basis of Frost beamforming method. The results show that the proposed adaptive diagonal loading method is able to suppress interference and noise signals. The signal to interference noise ratio is improved compared with non-adaptive method.
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