• DocumentCode
    716310
  • Title

    Multi-robot long-term persistent coverage with fuel constrained robots

  • Author

    Mitchell, Derek ; Corah, Micah ; Chakraborty, Nilanjan ; Sycara, Katia ; Michael, Nathan

  • Author_Institution
    Robot. Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • fYear
    2015
  • fDate
    26-30 May 2015
  • Firstpage
    1093
  • Lastpage
    1099
  • Abstract
    In this paper, we present an algorithm to solve the Multi-Robot Persistent Coverage Problem (MRPCP). Here, we seek to compute a schedule that will allow a fleet of agents to visit all targets of a given set while maximizing the frequency of visitation and maintaining a sufficient fuel capacity by refueling at depots. We also present a heuristic method to allow us to compute bounded suboptimal results in real time. The results produced by our algorithm will allow a team of robots to efficiently cover a given set of targets or tasks persistently over long periods of time, even when the cost to transition between tasks is dynamic.
  • Keywords
    fuel economy; integer programming; linear programming; mobile robots; multi-robot systems; suboptimal control; MRPCP problem; agents fleet; bounded suboptimal analysis; dynamic tasks; fuel capacity maintenance; fuel constrained robots; heuristic method; mixed-integer linear program; multirobot long-term persistent coverage problem; refueling depots; robotic team; visitation frequency maximization; Fuels; Heuristic algorithms; Robots; Routing; Upper bound; Vehicle dynamics; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2015 IEEE International Conference on
  • Conference_Location
    Seattle, WA
  • Type

    conf

  • DOI
    10.1109/ICRA.2015.7139312
  • Filename
    7139312