• DocumentCode
    3038847
  • Title

    Navigation of mobile robot in dynamic environments

  • Author

    Abiyev, Rahib H. ; Akkaya, Nurullah ; Aytac, Ersin

  • Author_Institution
    Dept. Comput. Eng., Near East Univ., Lefkosa, Turkey
  • Volume
    3
  • fYear
    2012
  • fDate
    25-27 May 2012
  • Firstpage
    480
  • Lastpage
    484
  • Abstract
    The main goal of mobile robot navigation is the steering of a robot in any direction, in particularly towards the goal, and to know its precise location in the environment. The existing path finding methods are basically based on potential field method, vector field histogram and A* methods. Using these methods the finding of feasible path will not complete in reasonable short time for real-time operation. This paper is devoted to the development and implementation of path finding algorithm that obtains the path in required short time. A rapidly exploring random tree (RRT) algorithm that quickly finds a feasible solution is basically used to solve this problem. However, the RRT algorithm alone does not return better results. Here the integration of RRT with path smoothing techniques is considered. Through simulation it was shown that this algorithm has efficiently finds desirable and near optimal solutions in short time.
  • Keywords
    mobile robots; navigation; path planning; random processes; smoothing methods; trees (mathematics); A* method; RRT algorithm; dynamic environment; mobile robot navigation; path finding algorithm; path finding method; path smoothing technique; potential field method; rapidly exploring random tree algorithm; robot steering; vector field histogram; Algorithm design and analysis; Heuristic algorithms; Mobile robots; Navigation; Robot kinematics; Smoothing methods; navigation; obstacle avoidance; path finding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on
  • Conference_Location
    Zhangjiajie
  • Print_ISBN
    978-1-4673-0088-9
  • Type

    conf

  • DOI
    10.1109/CSAE.2012.6272997
  • Filename
    6272997