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
Link To Document :
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