• DocumentCode
    250810
  • Title

    Towards control and sensing for an autonomous mobile robotic assistant navigating assembly lines

  • Author

    Unhelkar, Vaibhav V. ; Perez, J.M. ; Boerkoel, James C. ; Bix, Johannes ; Bartscher, Stefan ; Shah, Julie A.

  • Author_Institution
    Comput. Sci. & Artificial Intell. Lab., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • fYear
    2014
  • fDate
    May 31 2014-June 7 2014
  • Firstpage
    4161
  • Lastpage
    4167
  • Abstract
    There exists an increasing demand to incorporate mobile interactive robots to assist humans in repetitive, non-value added tasks in the manufacturing domain. Our aim is to develop a mobile robotic assistant for fetch-and-deliver tasks in human-oriented assembly line environments. Assembly lines present a niche yet novel challenge for mobile robots; the robot must precisely control its position on a surface which may be either stationary, moving, or split (e.g. in the case that the robot straddles the moving assembly line and remains partially on the stationary surface). In this paper we present a control and sensing solution for a mobile robotic assistant as it traverses a moving-floor assembly line. Solutions readily exist for control of wheeled mobile robots on static surfaces; we build on the open-source Robot Operating System (ROS) software architecture and generalize the algorithms for the moving line environment. Off-the-shelf sensors and localization algorithms are explored to sense the moving surface, and a customized solution is presented using PX4Flow optic flow sensors and a laser scanner-based localization algorithm. Validation of the control and sensing system is carried out both in simulation and in hardware experiments on a customized treadmill. Initial demonstrations of the hardware system yield promising results; the robot successfully maintains its position while on, and while straddling, the moving line.
  • Keywords
    control engineering computing; manufacturing industries; mobile robots; operating systems (computers); optical sensors; robotic assembly; software architecture; wheels; PX4Flow optic flow sensors; autonomous mobile robotic assistant; control solution; customized treadmill; fetch-and-deliver tasks; human-oriented assembly line environments; laser scanner-based localization algorithm; localization algorithms; manufacturing domain; mobile interactive robots; moving line environment; moving-floor assembly line; off-the-shelf sensors; open-source ROS software architecture; open-source robot operating system software architecture; sensing solution; static surfaces; wheeled mobile robots; Assembly; Mobile robots; Optical sensors; Robot sensing systems; Wheels;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2014 IEEE International Conference on
  • Conference_Location
    Hong Kong
  • Type

    conf

  • DOI
    10.1109/ICRA.2014.6907464
  • Filename
    6907464