A validation study for a bat-inspired sonar sensing simulator.

Many species of bats rely on echoes to forage and navigate in densely vegetated environments. Foliage echoes in some cases can help bats gather information about the environment, whereas in others may generate clutter that can mask prey echoes during foraging. It is therefore important to study foli...

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Main Authors: Hongxiao Zhu, Anupam Kumar Gupta, Xiaowei Wu, Michael Goldsworthy, Ruihao Wang, Mohitha Mikkilineni, Rolf Müller
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0280631
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author Hongxiao Zhu
Anupam Kumar Gupta
Xiaowei Wu
Michael Goldsworthy
Ruihao Wang
Mohitha Mikkilineni
Rolf Müller
author_facet Hongxiao Zhu
Anupam Kumar Gupta
Xiaowei Wu
Michael Goldsworthy
Ruihao Wang
Mohitha Mikkilineni
Rolf Müller
author_sort Hongxiao Zhu
collection DOAJ
description Many species of bats rely on echoes to forage and navigate in densely vegetated environments. Foliage echoes in some cases can help bats gather information about the environment, whereas in others may generate clutter that can mask prey echoes during foraging. It is therefore important to study foliage echoes and their role in bat's sensory ecology. In our prior work, a foliage echo simulator has been developed; simulated echoes has been compared with field recordings using a biomimetic sonar head. In this work, we improve the existing simulator by allowing more flexible experimental setups and enabling a closer match with the experiments. Specifically, we add additional features into the simulator including separate directivity patterns for emitter and receiver, the ability to place emitter and receiver at distinct locations, and multiple options to orient the foliage to mimic natural conditions like strong wind. To study how accurately the simulator can replicate the real echo-generating process, we compare simulated echoes with experimental echoes measured by ensonifying a single leaf across four different species of trees. We further extend the prior work on estimating foliage parameters to estimating a map of the environment.
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spelling doaj.art-3f1b595ff52a4ac3a6d60f3ffe0282de2023-01-26T05:32:11ZengPublic Library of Science (PLoS)PLoS ONE1932-62032023-01-01181e028063110.1371/journal.pone.0280631A validation study for a bat-inspired sonar sensing simulator.Hongxiao ZhuAnupam Kumar GuptaXiaowei WuMichael GoldsworthyRuihao WangMohitha MikkilineniRolf MüllerMany species of bats rely on echoes to forage and navigate in densely vegetated environments. Foliage echoes in some cases can help bats gather information about the environment, whereas in others may generate clutter that can mask prey echoes during foraging. It is therefore important to study foliage echoes and their role in bat's sensory ecology. In our prior work, a foliage echo simulator has been developed; simulated echoes has been compared with field recordings using a biomimetic sonar head. In this work, we improve the existing simulator by allowing more flexible experimental setups and enabling a closer match with the experiments. Specifically, we add additional features into the simulator including separate directivity patterns for emitter and receiver, the ability to place emitter and receiver at distinct locations, and multiple options to orient the foliage to mimic natural conditions like strong wind. To study how accurately the simulator can replicate the real echo-generating process, we compare simulated echoes with experimental echoes measured by ensonifying a single leaf across four different species of trees. We further extend the prior work on estimating foliage parameters to estimating a map of the environment.https://doi.org/10.1371/journal.pone.0280631
spellingShingle Hongxiao Zhu
Anupam Kumar Gupta
Xiaowei Wu
Michael Goldsworthy
Ruihao Wang
Mohitha Mikkilineni
Rolf Müller
A validation study for a bat-inspired sonar sensing simulator.
PLoS ONE
title A validation study for a bat-inspired sonar sensing simulator.
title_full A validation study for a bat-inspired sonar sensing simulator.
title_fullStr A validation study for a bat-inspired sonar sensing simulator.
title_full_unstemmed A validation study for a bat-inspired sonar sensing simulator.
title_short A validation study for a bat-inspired sonar sensing simulator.
title_sort validation study for a bat inspired sonar sensing simulator
url https://doi.org/10.1371/journal.pone.0280631
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