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Weaving Laser Vision System for Navigation of Mobile Robots in Pipeline Structures

Seung Hun Kim, Sang Jun Lee, Sang Woo Kim

发表年份
2018
引用次数
32

摘要

A new laser vision system is proposed for the navigation of mobile robots in pipe environments. This paper mainly focuses on forward recognition of individual T-junctions and elbow pipes to prevent the robots from becoming stuck in pipes. We propose to mount weaving 2-D laser scanners on robots to obtain selective 3-D front-pipe maps. Recognition of T-junctions requires 3-D maps for pipe wall on wheel sides, whereas recognition of elbow pipes requires full-forward 3-D maps. From these selective forward 3-D maps, algorithms for recognition of T-junctions and elbow pipes were developed, utilizing the mathematical approach to describe the pipeline structures. The practicality of the proposed algorithms was validated for several pipe environments, including T-junction, single elbow pipe, and the latter pipe of double elbow pipes.

关键词

WeavingPipeline (software)Mobile robotComputer visionRobotComputer scienceArtificial intelligenceMachine visionLaserComputer graphics (images)

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