Journal of Institute of Control, Robotics and Systems (제어로봇시스템학회논문지)

Institute of Control, Robotics and Systems (제어로봇시스템학회)
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A Path & Velocity Profile Planning Based on A* Algorithm for Dynamic Environment

동적 환경을 위한 A* 알고리즘 기반의 경로 및 속도 프로파일 설계

  • 권민혁 (고려대학교 전자전기컴퓨터공학과) ;
  • 강연식 (국민대학교 자동차공학과) ;
  • 김창환 (한국과학기술연구원) ;
  • 박귀태 (고려대학교 전기전자전파공학부)
  • Received : 2011.02.20
  • Accepted : 2011.03.29
  • Published : 2011.05.01
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Abstract

This paper presents a hierarchical trajectory planning method which can handle a collision-free of the planned path in complex and dynamic environments. A PV (Path & Velocity profile) planning method minimizes a sharp change of orientation and waiting time to avoid a collision with moving obstacle through detour path. The path generation problem is solved by three steps. In the first step, a smooth global path is generated using $A^*$ algorithm. The second step sets up the velocity profile for the optimization problem considering the maximum velocity and acceleration. In the third step, the velocity profile for obtaining the shortest path is optimized using the fuzzy and genetic algorithm. To show the validity and effectiveness of the proposed method, realistic simulations are performed.

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References

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