复杂环境下利用波束形成技术检测点声源

Navid Nassaji, Masoume Shafieian
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引用次数: 1

摘要

探测和定位环境中的声学事件对于保护军事和民用设施非常重要。虽然在简单或低混响环境中存在有限的波传播路径,但在复杂环境(如复杂的城市环境)中,地形或建筑物等障碍物会引入多径传播、反射和衍射,这使得源定位具有挑战性。因此,三维复杂环境的模拟模型(简化模型和本宁堡城市模型)的数值结果在实际应用中有很大帮助。为了定位点声源,已经使用了一些传统的波束形成器算法。分析结果表明,MRCB波束形成器在这一问题上比其他波束形成器具有更好的性能,其精度优势在简化城市模型中大于3m,在本宁堡城市模型中相对于SOC大于5m。此外,由于数值模型与实际环境之间可能存在的不确定性,如狂风效应、温度梯度等。,研究了波束形成器对温度梯度的敏感性,表明SOC波束形成器比MRCB波束形成器具有更高的鲁棒性。根据结果,由于梯度温度的不确定性,SOC的精度下降约为1m,而在MRCB中,在所有SNR下,SOC从0.5m变化到20m。COMSOL Multiphysics已被用于对波浪传播环境进行数值模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detection of Point Sound Source Using Beamforming Technique in Complex Environments
Detection and localization of acoustic events in an environment are important to protect the military and civilian installations. While there are finite paths of wave propagation in simple or low reverberant environments, in complex environments (e.g. a complex urban environment) obstacles such as terrain or buildings introduce multipath propagations, reflections and diffractions which make source localization challenging. Therefore, numeric results of simulated models (simplified and Fort Benning urban models) of 3D complex environments can highly help in real applications. Some of the conventional beamformer algorithms have been used in order to localize point sound source. Analyzing results shows that MRCB beamformer has better performance than others in this issue and its accuracy superiority is more than 3 m in simplified urban model and 5 m in Fort Benning urban model with respect to the SOC. Moreover, due to possible uncertainties between the numerical model and the actual environment such as squall effect, temperature gradient etc., sensitivity of the beamformers to temperature gradient is investigated which shows higher robustness of SOC beamformer than the MRCB beamformer. According to the results, due to gradient temperature uncertainty the accuracy degradation of the SOC is about 1m while in MRCB it alters from 0.5 m to 20 m approximately at all SNRs. COMSOL Multiphysics has been used to numerically simulate the environment of wave propagation.
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