一种使用可控约束和最小方差的宽带波束形成器

Sam Karimian-Azari, J. Benesty, J. Jensen, M. G. Christensen
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引用次数: 3

摘要

最小方差无失真响应(MVDR)和线性约束最小方差波束形成器(LCMV)在降噪意义上是两种最优方法。LCMV波束形成器还可以利用线性约束来抑制干扰,但代价是在有限数量的麦克风中降低自由度。然而,它可能会放大噪声,导致比MVDR波束形成器输出信噪比(SNR)更低。相反,MVDR波束形成器在输出中受到干扰。本文提出了一种基于MVDR和LCMV波束形成原理的可控LCMV波束形成器(C-LCMV)。C-LCMV方法可以在降噪和抑制干扰之间实现折衷。仿真结果表明,C-LCMV波束形成器在抑制干扰方面优于MVDR波束形成器,在抑制背景噪声方面优于LCMV波束形成器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A broadband beamformer using controllable constraints and minimum variance
The minimum variance distortionless response (MVDR) and the linearly constrained minimum variance (LCMV) beamformers are two optimal approaches in the sense of noise reduction. The LCMV beamformer can also reject interferers using linear constraints at the expense of reducing the degree of freedom in a limited number of microphones. However, it may magnify noise that causes a lower output signal-to-noise ratio (SNR) than the MVDR beamformer. Contrarily, the MVDR beamformer suffers from interference in output. In this paper, we propose a controllable LCMV (C-LCMV) beamformer based on the principles of both the MVDR and LCMV beamformers. The C-LCMV approach can control a compromise between noise reduction and interference rejection. Simulation results show that the C-LCMV beamformer outperforms the MVDR beamformer in interference rejection, and the LCMV beamformer in background noise reduction.
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