Guided by Hearing: Robotic Motion Planning for Precision in Gas Leakage Localization

This research proposes a motion planning framework for a robot equipped with a bioinspired hearing system to enhance its sound source localization, specifically for gas leak detection. Similar to how animals use movements, such as changing positions or rotating their ears, to precisely localize a sound source, this framework enables the robot to improve its estimation of both direction and distance through strategic motion. The proposed method uses the time difference of arrival (TDOA) between two wideband optical microphones, obtained through this motion, to accurately estimate the direction and distance of a sound source. We first introduce the underlying concepts and validate the approach using experimental data collected with a collaborative robotic arm. We then demonstrate the implementation of the method on a quadruped robot. The results show that the method can be effectively deployed on mobile robots, achieving directional and distance accuracy for gas leak localization.

Authors

Publication Details

Journal
Materials Evaluation
Published
2025-04-01
DOI
https://doi.org/10.32548/2025.me-04491
Primary Topic
Fire Detection and Safety Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Guided by Hearing: Robotic Motion Planning for Precision in Gas Leakage Localization

Ehsan Dehghan-Niri, Pouria Meshki Zadeh, Mohammad Nasr, Nihar Masurkar
Materials Evaluation
Fire Detection and Safety Systems
article

Guided by Hearing: Robotic Motion Planning for Precision in Gas Leakage Localization

Ehsan Dehghan-Niri, Pouria Meshki Zadeh, Mohammad Nasr, Nihar Masurkar
article en

Abstract

This research proposes a motion planning framework for a robot equipped with a bioinspired hearing system to enhance its sound source localization, specifically for gas leak detection. Similar to how animals use movements, such as changing positions or rotating their ears, to precisely localize a sound source, this framework enables the robot to improve its estimation of both direction and distance through strategic motion. The proposed method uses the time difference of arrival (TDOA) between two wideband optical microphones, obtained through this motion, to accurately estimate the direction and distance of a sound source. We first introduce the underlying concepts and validate the approach using experimental data collected with a collaborative robotic arm. We then demonstrate the implementation of the method on a quadruped robot. The results show that the method can be effectively deployed on mobile robots, achieving directional and distance accuracy for gas leak localization.

Materials EvaluationVol. 83(4)
Openalex Percentile: Top 91%
Fire Detection and Safety Systems
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Guided by Hearing: Robotic Motion Planning for Precision in Gas Leakage Localization — Ehsan Dehghan-Niri, Pouria Meshki Zadeh, et al. · Materials Evaluation (2025) | TGRS Research Map | TGRS