• DocumentCode
    681618
  • Title

    Robot Technology component implementation of the simultaneous path planning and topological mapping algorithm

  • Author

    Songmin Jia ; Xiongwei Pang ; Bing Guo

  • Author_Institution
    Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
  • fYear
    2013
  • fDate
    12-14 Dec. 2013
  • Firstpage
    1989
  • Lastpage
    1994
  • Abstract
    In this paper, we present a Robot Technology component implementation of the simultaneous path planning and topological mapping algorithm. Firstly, Simultaneous Path Planning and Topological Mapping (SP2ATM) algorithm is applied for robot path planning and environment exploration with map construction incrementally. And at the same time, Rao-Blackwellized Particle Filter (RBPF) is utilized for robot´s localization to improve the effectiveness of the path planning by correcting the received data. Then to satisfy users´ needs and facilitate users, we develop SP2ATM component, RBPF component, Graphical User Interface (GUI) component and so on with Robot Technology Middleware (RTM). In this way, the users can use the function module only using the interface without understanding the details of encapsulated components. Finally, it is verified that this presented method is effective and convenient for users by analyzing experimental results on the robot platform.
  • Keywords
    control engineering computing; graphical user interfaces; middleware; mobile robots; particle filtering (numerical methods); path planning; GUI component; RBPF component; RTM; Rao-Blackwellized particle filter; SP2ATM algorithm; SP2ATM component; function module; graphical user interface; map construction; robot environment exploration; robot path planning; robot technology component; robot technology middleware; simultaneous path planning; topological mapping algorithm; Buildings; Graphical user interfaces; Mobile robots; Path planning; Ports (Computers); Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics (ROBIO), 2013 IEEE International Conference on
  • Conference_Location
    Shenzhen
  • Type

    conf

  • DOI
    10.1109/ROBIO.2013.6739761
  • Filename
    6739761