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
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