• DocumentCode
    580676
  • Title

    An integrated system for autonomous robotics manipulation

  • Author

    Bagnell, J. Andrew ; Cavalcanti, Felipe ; Cui, Lei ; Galluzzo, Thomas ; Hebert, Martial ; Kazemi, Moslem ; Klingensmith, Matthew ; Libby, Jacqueline ; Liu, Tian Yu ; Pollard, Nancy ; Pivtoraiko, Mihail ; Valois, Jean-Sebastien ; Zhu, Ranqi

  • Author_Institution
    Robot. Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • fYear
    2012
  • fDate
    7-12 Oct. 2012
  • Firstpage
    2955
  • Lastpage
    2962
  • Abstract
    We describe the software components of a robotics system designed to autonomously grasp objects and perform dexterous manipulation tasks with only high-level supervision. The system is centered on the tight integration of several core functionalities, including perception, planning and control, with the logical structuring of tasks driven by a Behavior Tree architecture. The advantage of the implementation is to reduce the execution time while integrating advanced algorithms for autonomous manipulation. We describe our approach to 3-D perception, real-time planning, force compliant motions, and audio processing. Performance results for object grasping and complex manipulation tasks of in-house tests and of an independent evaluation team are presented.
  • Keywords
    audio signal processing; control engineering computing; manipulators; mobile robots; path planning; 3D perception; audio processing; autonomous robotics manipulation; behavior tree architecture; control core functionality; dexterous manipulation tasks; execution time reduction; force compliant motions; integrated system; logical task structure; object grasping; perception core functionality; planning core functionality; real-time planning; robotics system designed; software components; Computer architecture; Grasping; Planning; Robot sensing systems; Software; Software algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS), 2012 IEEE/RSJ International Conference on
  • Conference_Location
    Vilamoura
  • ISSN
    2153-0858
  • Print_ISBN
    978-1-4673-1737-5
  • Type

    conf

  • DOI
    10.1109/IROS.2012.6385888
  • Filename
    6385888