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Avoiding marine vehicles with passive acoustics
Citation
D'Este, C and Seton, B and McCulloch, J and Smith, D and Sharman, C, Avoiding marine vehicles with passive acoustics, Journal of Field Robotics, 32, (1) pp. 152-166. ISSN 1556-4959 (2015) [Refereed Article]
Copyright Statement
Copyright 2014 Wiley Periodicals, Inc.
Abstract
Passive acoustics represent a low-cost approach to detecting and avoiding other marine vehicles using limited computing and power resources. We present a robust safety behavior for long-term environmental sensing of rivers and estuaries demonstrated on a smartphone-driven, diving robot. The detection method is based on energy detection from the hydrophone output. Field testing demonstrates detection and avoidance of motorized vessels of various sizes with 94.1% accuracy and a 12.1% false positive rate. Dives are triggered with a median approach distance of approximately 700 m, and they are completed within 500 m of the detected vehicle.
Item Details
Item Type: | Refereed Article |
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Keywords: | passive acoustics, sensor systems, sensors, safety behaviour, environmental sensing, robot |
Research Division: | Information and Computing Sciences |
Research Group: | Artificial intelligence |
Research Field: | Intelligent robotics |
Objective Division: | Expanding Knowledge |
Objective Group: | Expanding knowledge |
Objective Field: | Expanding knowledge in the environmental sciences |
UTAS Author: | D'Este, C (Dr Claire D'Este) |
ID Code: | 117313 |
Year Published: | 2015 |
Web of Science® Times Cited: | 4 |
Deposited By: | Information and Communication Technology |
Deposited On: | 2017-06-07 |
Last Modified: | 2017-09-11 |
Downloads: | 0 |
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