近场波束成形 - 元启发式方法和消声室实验测试

Agnieszka Wielgus, Bogusław Szlachetko, Michał Łuczyński
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引用次数: 0

摘要

在空间中按特定模式排列的一组麦克风称为麦克风阵列。它可用于从被其他干扰信号(如噪声)破坏的观测信号中提取和增强感兴趣的信号,或用于估计信号源的到达方向。在本文中,我们将重点讨论这样一个问题:所需信号(语音信号)受到带宽完全重叠但定位不同的其他信号的干扰。我们的目标是减弱干扰信号。我们通过实验研究了一种方法,在这种方法中,麦克风的间距不必相等,信号相位的所有信息都隐藏在麦克风的传递函数中。我们的重点是确定麦克风位置和 FIR 滤波器系数,以便波束成形器的实际输出尽可能接近 ���� 规范意义上的理想输出(语音信号电平保持不变,而干扰信号被衰减)。为了解决这个问题,我们采用了元启发式算法。接下来,我们构建了阵列,并在消声室中进行了实验。实验的初步结果表明,所提出的方法可用于阵列设计。
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Beamforming in near-field - metaheuristic approach and experimental tests in an anechoic chamber
A set of microphones spatially arranged in space in a specific pattern is called a microphone array. It can be used to extract and enhance the signal of interest from its observation corrupted by other interfering signals, such as noise or to estimate the direction of arrival of a source. In this paper we focus on a problem in which the desired signal (speech signal) is interfered by other signal with fully overlapping bandwidth but with different localization. Our goal is to attenuate the interfering signal. We experimentally study the method in which microphones do not have to be equally spaced and all information regarding signal phase is hidden in a transfer function of the microphone. We focus on determining the microphones positions and FIR filter coefficients so that the actual output the beamformer is as close as possible to the desired one (the level of speech signal remains unchanged, while the interfering signal is attenuated) in the sense of ���� norm. To solve this problem, we use a metaheuristic algorithm. Next, we construct the array and make an experiment in anechoic chamber. The initial results of the experiment show that the proposed method can be applied for array designing.
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来源期刊
CiteScore
1.50
自引率
14.30%
发文量
0
审稿时长
12 weeks
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