DocumentCode :
549060
Title :
Decentralized cooperative urban tracking of multiple ground targets by a team of autonomous UAVs
Author :
Hirsch, Michael J. ; Ortiz-Peña, Héctor ; Sudit, Moises
Author_Institution :
Raytheon Co., Annapolis Junction, MD, USA
fYear :
2011
fDate :
5-8 July 2011
Firstpage :
1
Lastpage :
7
Abstract :
This research is concerned with tracking moving ground targets, in an urban domain, using autonomous unmanned aerial vehicles (UAVs). The sharing of information amongst the UAVs is constrained by communication radius. A dynamic decentralized cooperative control strategy is implemented, in order for the UAVs to autonomously plan (and re-plan) their trajectories in response to (and in anticipation of) target movement in the urban domain. In this decentralized approach, each UAV plans its route through a dynamic feedback loop in a receding horizon framework. We note that it is possible that no UAV has a complete understanding of the region of interest, which better models the real-world environment.
Keywords :
decentralised control; feedback; remotely operated vehicles; target tracking; autonomous unmanned aerial vehicles; communication radius; decentralized cooperative urban tracking; dynamic decentralized cooperative control; dynamic feedback loop; information sharing; moving ground target tracking; multiple ground targets; receding horizon framework; target movement; Buildings; Covariance matrix; Mathematical model; Optimization; Target tracking; Trajectory; Vehicle dynamics; Decentralized Cooperative Control; Dynamic Resource Allocation; Kalman Filtering; Urban Tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Fusion (FUSION), 2011 Proceedings of the 14th International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4577-0267-9
Type :
conf
Filename :
5977495
Link To Document :
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