Utilizing LiDAR Data for 3D Sound Source Localization

Masahiko Goto, Yasuhiro Oikawa, Atsuto Inoue, Wataru Teraoka, Takahiro Sato, Y. Iwane, Masahito Kobayashi
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Abstract

This paper introduces a visualization system of 3D sound pressure distribution using a minimum variance distortionless response (MVDR) beamformer with Light Detection and Ranging (LiDAR) technology to estimate the sound source localization. By using LiDAR to capture 3D data, the proposed system calculates the time-averaged output power of the MVDR beamformer at the virtual source position for each point in the point cloud data. The results are then superimposed onto the 3D data to estimate sound sources. The proposed system provides a more visually comprehensible display of the sound pressure distribution in 3D.
利用激光雷达数据进行三维声源定位
本文介绍了一种利用最小方差无失真响应(MVDR)波束形成器和激光探测与测距(LiDAR)技术估算声源定位的三维声压分布可视化系统。该系统利用激光雷达捕获三维数据,计算出点云数据中每个点在虚拟源位置的MVDR波束形成器的时间平均输出功率。然后将结果叠加到3D数据上以估计声源。所提出的系统提供了一种更直观易懂的3D声压分布显示。
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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