Use of a low-cost forward-looking sonar for collision avoidance in small AUVs, analysis and experimental results

TL;DR

This paper evaluates a low-cost nine-beam forward-looking sonar for small AUV collision avoidance, presenting a novel strategy, experimental validation, and analysis of detection trade-offs through field trials and simulations.

Contribution

It introduces a collision avoidance strategy tailored for a low-cost sonar system, integrating detection, planning, and avoidance, validated through real-world experiments.

Findings

Effective collision avoidance demonstrated in field trials

Trade-offs between detection sensitivity and false alarms analyzed

Prototype sonar system verified through simulations

Abstract

In this paper, we seek to evaluate the effectiveness of a novel forward-looking sonar system with a limited number of beams for collision avoidance for small autonomous underwater vehicles (AUVs). We present a collision avoidance strategy specifically designed for a novel forward-looking sonar system based on posterior expected loss, explicitly coupling the obstacle detection, collision avoidance, and planning. We demonstrate the strategy with field trials using the 690 AUV, built by the Center for Marine Autonomy and Robotics at Virginia Tech, and verify the forward-looking sonar system using a prototype sonar with nine beams. Post-processed simulations are performed while changing parameters in the sensitivity of the system to demonstrate the trade-off between the detection and false alarm rates.