A low-complexity highly accurate sound source localization algorithm based on sound sensor arrays

IF 2.3 3区 工程技术 Q2 ACOUSTICS Journal of Vibration and Control Pub Date : 2024-09-18 DOI:10.1177/10775463241284432
Mohammadreza Shokrollahi, Mohsen Tamaddon
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Abstract

A fast and highly accurate mathematical sound source localization (SSL) algorithm is presented to locate the sound source. Although the concept is based on the time difference of arrival (TDOA) method, the SSL is accomplished, without the need to perform complex calculations and heavy processing. The proposed idea is examined in a simple three- and four-microphone array for detection in two-dimensional (2-D) media. The concept is developed to a five-microphone array to evaluate the applicability of the idea in a 3-D space. As a TDOA method, reading out the time delays is accompanied with the errors in real applications. To further suppress the adverse effects, a seven-microphone array is investigated to cover a whole 3-D space with the least error. Compared with the conventional methods, by decreasing the calculation complexities, the proposed approach alleviates the hardware costs and the processing time, making it a proper choice for many SSL applications.
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基于声音传感器阵列的低复杂度高精度声源定位算法
本文介绍了一种快速、高精度的声源定位(SSL)数学算法。虽然这一概念是基于到达时间差(TDOA)方法,但无需进行复杂的计算和繁重的处理就能完成声源定位。在二维(2-D)介质中进行检测的简单三麦克风和四麦克风阵列中检验了所提出的想法。该概念被发展到五麦克风阵列,以评估该概念在三维空间中的适用性。作为一种 TDOA 方法,在实际应用中读出时间延迟会产生误差。为了进一步抑制这种不利影响,我们研究了七麦克风阵列,以最小的误差覆盖整个三维空间。与传统方法相比,所提出的方法通过降低计算复杂度,减少了硬件成本和处理时间,使其成为许多 SSL 应用的适当选择。
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来源期刊
Journal of Vibration and Control
Journal of Vibration and Control 工程技术-工程:机械
CiteScore
5.20
自引率
17.90%
发文量
336
审稿时长
6 months
期刊介绍: The Journal of Vibration and Control is a peer-reviewed journal of analytical, computational and experimental studies of vibration phenomena and their control. The scope encompasses all linear and nonlinear vibration phenomena and covers topics such as: vibration and control of structures and machinery, signal analysis, aeroelasticity, neural networks, structural control and acoustics, noise and noise control, waves in solids and fluids and shock waves.
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