• DocumentCode
    250072
  • Title

    Modeling a multi-robot system with fractional-order differential equations

  • Author

    Goodwine, Bill

  • Author_Institution
    Fac. of Aerosp. & Mech. Eng., Univ. of Notre Dame, Notre Dame, IN, USA
  • fYear
    2014
  • fDate
    May 31 2014-June 7 2014
  • Firstpage
    1763
  • Lastpage
    1768
  • Abstract
    This paper shows that a fractional-order differential equation may be used to accurately model the dynamic relationship between the first and last generations in a fleet of coordinating robots, even when the individual robots and interconnections have the usual integer-order dynamics. Such a fractional-order model offers the possibility of general applicability, particularly in the case of heterogeneous fleets of robots. Such systems tend to be very high order, and therefore model reduction is useful in modeling, simulation and control. Results are presented for the system considered illustrating that the fractional-order model achieves significant computational savings compared to simulating the full system.
  • Keywords
    differential equations; mobile robots; multi-robot systems; reduced order systems; robot dynamics; computational savings; coordinating robots; dynamic relationship; fractional-order differential equations; fractional-order model; heterogeneous fleets; integer-order dynamics; model reduction; multirobot system modeling; robot fleet; Aerodynamics; Approximation methods; Computational modeling; Equations; Robot kinematics; Transfer functions;
  • 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.2014.6907089
  • Filename
    6907089