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환경이동혼잡조건을 고려한 자율무인잠수정의 이동경로생성 방법

Path Planning Method for an Autonomous Underwater Vehicle With Environmental Movement Congestions

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초록

In order to make the underwater vehicle carry out the mission in a submarine environment, it is needed to plan a safe and efficient route to a given destination and prevent the autonomous submersible from colliding with obstacles while moving along the planned route. The function of collision avoidance makes the travel distance of the autonomous submersible longer. Moreover, it should move slowly near to obstacles against their moving disturbance. As a result, this invokes the degradation of the navigation efficiency in the process of collision avoidance. The side effect of the collision avoidance is not ignorable in the case of high congested environments such as the coast with many obstacles. In this paper, we suggest a path planning method which provides the route with minimum travel time considering collision avoidance in congested environment. For the purpose, we define environmental congestion map related to geometric information and obstacles. And we propose a method to consider the moving cost in the RRT scheme that provides the existing minimum distance path. We verified that the efficiency of our algorithm with simulation experiments.

Abstract

In order to make the underwater vehicle carry out the mission in a submarine environment, it is needed to plan a safe and efficient route to a given destination and prevent the autonomous submersible from colliding with obstacles while moving along the planned route. The function of collision avoidance makes the travel distance of the autonomous submersible longer. Moreover, it should move slowly near to obstacles against their moving disturbance. As a result, this invokes the degradation of the navigation efficiency in the process of collision avoidance. The side effect of the collision avoidance is not ignorable in the case of high congested environments such as the coast with many obstacles. In this paper, we suggest a path planning method which provides the route with minimum travel time considering collision avoidance in congested environment. For the purpose, we define environmental congestion map related to geometric information and obstacles. And we propose a method to consider the moving cost in the RRT scheme that provides the existing minimum distance path. We verified that the efficiency of our algorithm with simulation experiments.

참고문헌 (8)

  1. 김효곤, "무인수상정을 위한 경로선 추종이 가능한 개선된 Dynamic Window Approach", 대한임베디드공학회논문지, 12(5), pp.295~301 (2017), 대한임베디드공학회[DOI]
  2. Siciliano, Bruno, "Handbook of Robotics" (2008), Springer
  3. 이영일, "무인수중로봇을 위한 지능형 자율운항시스템", 정보과학회논문지 : 소프트웨어 및 응용, 34(3), pp.235~245 (2007), 한국정보과학회
  4. 이기영, "조류와 장애물을 고려한 자율무인잠수정의 전역경로계획", 한국해양공학회지, 26(4), pp.1~7 (2012), 한국해양공학회[DOI]
  5. Y.S. Jung, "On-line Motion Planner for Multi-AUVs in The Dynamic Environments", Proceedings of International Conference on Advanced Robotics, pp.1226~1231 (2007)
  6. Sang-Hoon Ji, "A Computational Interactive Approach to Multi-agent Motion Planning", International Journal of Control, Automation, and Systems, 5(3), pp.295~306 (2007), 제어·로봇·시스템학회
  7. Lekkas, "Guidance and Path-planning Systems for Autonomous Vehicles", pp.2014
  8. M. Wermelinkger, "Navigation Planning for Legged Robots in Challenging Terrain", Proceedings of Intelligent Robots and Systems, pp.1184~1189 (2016)

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