Sound Sources Reconstruction based on the Non-synchronous Measurements of Microphone Arrays and Equivalent Sources Modeling

Su Yu, Chenyu Zhang, Dingyu Hu, Liang Yu
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Abstract

Equivalent source method (ESM) arouses a lot of interests in the field of noise source identification and fault diagnosis. However, the performance of ESM tends to be limited by the insufficient microphones, because the size of holography plane should be larger or consistent with the sound source plane. In this paper, the non-synchronous measurement (NSM) is used as a powerful tool to extend the number of microphones in the holography plane. First, ESM is reformulated under the form of NSM aiming to reconstruct the distributed acoustic source. Then, the phase-missing cross spectral matrix (CSM) is completed considering the low-rankness of acoustic source and continuity of acoustic field via FISTA algorithm. Finally, the complex acoustic pressure of a synthetic array with NSM can be obtained for ESM. The proposed method is validated by an excited steel plane sound source reconstruction.
基于传声器阵列非同步测量和等效声源建模的声源重构
等效源方法在噪声源识别和故障诊断领域引起了广泛的关注。然而,由于全息平面的尺寸要大于声源平面或与声源平面一致,因此,由于麦克风的不足,ESM的性能往往受到限制。本文将非同步测量(NSM)作为扩展全息平面内传声器数量的有力工具。首先,将ESM以NSM的形式重新表述,旨在重构分布式声源。然后,考虑声源的低秩性和声场的连续性,通过FISTA算法完成缺相交叉谱矩阵(CSM);最后,利用该方法得到了具有NSM的合成阵列的复合声压。通过钢平面激励声源重构验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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