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A directionaly constrained distortionless multistage LCMV beamformer

机译:一个方向约束无畸形多级LCMV波形形成器

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In this paper, we generalize the recently proposed multi-stage minimum variance distortionless response beamformer to all distortionless linearly constrained minimum variance (LCMV) beamformers with directional constraints. Given Nc constraints and an M-element microphone array, we propose to divide this array into K-element microphone sub-arrays (Nc ≤ k ≤ M) on which LCMV beamforming is performed. The K-element outputs are then used as new sensor inputs, and the operation is performed recursively until there is only one output at the last stage. The multistage LCMV beamformer satisfies all the imposed directional constraints but with reduced complexity compared to the conventional one. Simulation results show that in the presence of diffuse noise, the multistage LCMV beamformer achieves higher white noise gain than that of the classic LCMV beamformer, although the directivity factor is slightly decreased.
机译:在本文中,我们将最近提出的多级最小方差失真响应波束形成器概括为具有方向约束的所有失真线性约束的最小差异(LCMV)波束形成器。给定NC约束和M元素麦克风阵列,我们建议将该阵列划分为K元件麦克风子阵列(NC≤K≤M),在其上执行LCMV波束形成。然后将K元件输出用作新的传感器输入,并且递归执行操作,直到最后阶段只有一个输出。多级LCMV波束形成器满足所有施加的方向约束,但与传统的相比,随着复杂性降低。仿真结果表明,在存在漫射噪声的情况下,多级LCMV波束形成器比经典LCMV波束形成器的白噪声增益达到更高的白色噪声增益,尽管方向性因子略微降低。

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