• DocumentCode
    574382
  • Title

    Multiserver queueing for supervisory control of autonomous vehicles

  • Author

    Powel, N.D. ; Morgansen, Kristi A.

  • Author_Institution
    Dept. of Aeronaut. & Astronaut., Univ. of Washington, Seattle, WA, USA
  • fYear
    2012
  • fDate
    27-29 June 2012
  • Firstpage
    3179
  • Lastpage
    3185
  • Abstract
    Widespread adoption of unmanned aerial vehicles has led to intense interest in increasing the vehicle-to-operator ratio in unmanned systems. We propose a multiserver queueing structure for the supervisory control of multiple autonomous unmanned vehicles and demonstrate that multiserver queueing can increase the vehicle-to-operator ratio. Analytical results are derived for M/M/c queues with identically and non-identically distributed service times, and vehicle-to-operator ratio increases of up to 50% are predicted for multiserver queues compared to single server queues. A human fatigue model is applied to determine the performance of fixed shift and staggered shift structures in the presence of operator fatigue. Results are extended to log-normally distributed service times in discrete event simulation.
  • Keywords
    autonomous aerial vehicles; mobile robots; multi-robot systems; queueing theory; telerobotics; M/M/c queues; autonomous vehicles; human fatigue model; multiple autonomous unmanned vehicles; multiserver queueing structure; nonidentically distributed service times; supervisory control; unmanned aerial vehicles; unmanned systems; vehicle-to-operator ratio; Delay; Fatigue; Humans; Predictive models; Queueing analysis; Servers; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2012
  • Conference_Location
    Montreal, QC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4577-1095-7
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2012.6314967
  • Filename
    6314967