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Autonomous control for miniaturized mobile robots in unknown pipe networks

T. L. Nguyen, Andrew Blight, A. Pickering, G. Jackson-Mills, Andrew R. Barber, Jordan H. Boyle, Robert C. Richardson, Mehmet R. Doğar, Netta Cohen

发表年份
2022
引用次数
29
访问权限
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摘要

their tethered cables. Consequently, they can only travel to a certain distance in pipe, cannot access small-diameter pipes, and their deployment incurs high costs for highly skilled operators. In this paper, we introduce a miniaturised mobile robot for pipe inspection. We present an autonomous control strategy for this robot that is effective, stable, and requires only low-computational resources. The robots used here can access pipes as small as 75 mm in diameter. Due to their small size, low carrying capacity, and limited battery supply, our robots can only carry simple sensors, a small processor, and miniature wheel-legs for locomotion. Yet, our control method is able to compensate for these limitations. We demonstrate fully autonomous robot mobility in a sewer pipe network, without any visual aid or power-hungry image processing. The control algorithm allows the robot to correctly recognise each local network configuration, and to make appropriate decisions accordingly. The control strategy was tested using the physical micro robot in a laboratory pipe network. In both simulation and experiment, the robot autonomously and exhaustively explored an unknown pipe network without missing any pipe section while avoiding obstacles. This is a significant advance towards fully autonomous inspection robot systems for sewer pipe networks.

关键词

RobotComputer scienceMobile robotSoftware deploymentSimulationReal-time computingArtificial intelligence

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