传感器与微系统2024,Vol.43Issue(7) :67-71.DOI:10.13873/J.1000-9787(2024)07-0067-05

多臂螺旋传声器阵列的优化设计

Optimal design of multi-arm spiral microphone array

任豪杰 张二亮 朱松 曹雪林
传感器与微系统2024,Vol.43Issue(7) :67-71.DOI:10.13873/J.1000-9787(2024)07-0067-05

多臂螺旋传声器阵列的优化设计

Optimal design of multi-arm spiral microphone array

任豪杰 1张二亮 1朱松 1曹雪林1
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作者信息

  • 1. 郑州大学机械与动力工程学院,河南 郑州 450001
  • 折叠

摘要

针对基于经验或者数学模型的阵列设计不能充分挖掘传声器阵列声学定位潜力的问题,提出了一种多臂螺旋阵列的通用设计模型,以波束的主瓣宽度(MLW)和最大旁瓣水平(MSL)为评价指标,采用非支配排序遗传进化算法对模型参数进行迭代优化,获得传声器阵列构型的非支配解集.针对56传声器多臂螺旋阵列,首先以传声器极径为设计变量,随后开展了传声器极径与螺旋角协同设计.结果表明,所设计的传声器阵列在宽频范围内具有稳定的MSL,考虑螺旋角的协同设计创新了多臂螺旋阵列的布局形式,进一步降低波束的MLW和MSL.最后,基于邻近双声源定位算例,通过与常规对数多臂螺旋阵列和Underbrink螺旋阵列对比,验证了所设计传声器阵列具有较高的空间分辨和空间干扰抑制能力.

Abstract

Aiming at the problem that the array design,which is based on experience or mathematical model, cannot fully exploit acoustic localization potential of microphone array,an universal design model for multi-arm spiral arrays is proposed,two weighted synthetic objective functions are established separately,by taking the main lobe width(MLW)and maximum side lobe level(MSL)of wave beam as evaluation indicators. By applying the non-dominated sorting genetic evolution algorithm,iterative optimization on model parameters and a non-dominated solution set of the microphone array configuration is obtained. For a 56-microphone multi-arm spiral array,the microphone polar diameter is firstly considered as design variable,and then a joint design of these polar diameters and the spiral angle is carried out. Results show that the designed multi-arm spiral microphone array has a stable MSL in a wide frequency range,and the joint design considering of spiral angles innovate layout form of multi-arm spiral arrays,which further decrease the MLW and MSL. In the end,based on the algorithm adjacent dual sound sources localization it is verified by comparing with the conventional logarithmic multi-arm spiral array and Underbrink spiral array that the designed array has high spatial resolution and interference suppression capability.

关键词

多臂螺旋传声器阵列/优化设计/多目标优化/波束形成

Key words

multi-arm spiral microphone array/optimal design/multi-objective optimization/beamforming

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基金项目

国家自然科学基金资助项目(61873244)

出版年

2024
传感器与微系统
中国电子科技集团公司第四十九研究所

传感器与微系统

CSTPCD北大核心
影响因子:0.61
ISSN:1000-9787
参考文献量5
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