Large-scale simulation of bird localization systems in forests with distributed microphone arrays

被引:1
|
作者
Kaneko, Shoken [1 ]
Gamper, Hannes [2 ]
机构
[1] Univ Maryland, Dept Comp Sci, College Pk, MD 20742 USA
[2] Microsoft Res, Audio & Acoust Res Grp, Redmond, WA 98052 USA
来源
JASA EXPRESS LETTERS | 2022年 / 2卷 / 10期
关键词
TIME SPECTRAL AMPLITUDE; SPEECH ENHANCEMENT; SIGNAL ESTIMATION; NOISE; SUPPRESSION;
D O I
10.1121/10.0014809
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Acoustic wildlife monitoring systems are important tools for capturing information about animal habitation in ecosystems. Previous work has demonstrated the effectiveness of audio-based bird localization techniques. However, few studies have investigated the performance and robustness of distributed systems in large forests. Here, the performance of distributed microphone arrays for localizing birds is examined by simulating forest scenes with added reverberation, ambient noise, and measurement errors. The simulation revealed the importance of the signal-to-noise ratio and the spectral weighting in the localization algorithm. These results may guide the design of large-scale wildlife monitoring systems and suggest promising directions for further improvements. (C) 2022 Author(s).
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页数:8
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