• DocumentCode
    716124
  • Title

    Task scheduling for mobile robots using interval algebra

  • Author

    Mudrova, Lenka ; Hawes, Nick

  • Author_Institution
    Sch. of Comput. Sci., Univ. of Birmingham, Birmingham, UK
  • fYear
    2015
  • fDate
    26-30 May 2015
  • Firstpage
    383
  • Lastpage
    388
  • Abstract
    We present a novel task scheduling algorithm for use on mobile robots in real environments. The scheduling problem is formalised as mixed integer program, which is a standard approach in the scheduling community. Our contribution is the use of Allen´s interval algebra to prune the search to be performed by the mixed integer program. This significantly speeds up the algorithm. The proposed algorithm has been used on several mobile robots in long-term autonomy scenarios, where it schedules large sets containing a variety of tasks. The proposed algorithm outperforms the state of the art by at least one order of magnitude on both these real tasks and synthetic datasets.
  • Keywords
    algebra; integer programming; mobile robots; Allen interval algebra; long-term autonomy scenarios; mixed integer program; mobile robots; real environments; scheduling community; standard approach; synthetic datasets; task scheduling algorithm; Algebra; Mobile robots; Optimization; Schedules; Scheduling;
  • 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.2015.7139027
  • Filename
    7139027