DocumentCode
2914131
Title
Evasion as a team against a faster pursuer
Author
Shih-Yuan Liu ; Zhengyuan Zhou ; Tomlin, Claire ; Hedrick, Karl
Author_Institution
Dept. of Mech. Eng., Univ. of California, Berkeley, Berkeley, CA, USA
fYear
2013
fDate
17-19 June 2013
Firstpage
5368
Lastpage
5373
Abstract
In this paper, we present an open-loop formulation of a single-pursuer-multiple-evader pursuit-evasion game. In this game, the pursuer attempts to minimize the total capture time of all the evaders while the evaders, as a team, cooperate to maximize this time. The information pattern considered here is conservative towards the evaders. One important advantage of this open-loop approach over the geometrical approach in the literature is that it provides guaranteed survival time of the evader team for all initial conditions, without the limitation that the pursuer must capture the evaders in a specific sequence. Another advantage of this approach is that under the open-loop framework, we can quickly generate controls for multiple players that the classical Hamilton-Jacobi-Isaacs (HJI) approach, due to its computational infeasibility, cannot handle. We also relax the conservatism inherent in this open-loop formulation by presenting an iterative open-loop scheme of the evaders´ evasion strategy. Simulations for the open-loop, the iterative open-loop as well as the HJI approaches are presented, with the results on performance analyzed and discussed.
Keywords
game theory; geometry; iterative methods; mobile robots; multi-robot systems; open loop systems; HJI approach; Hamilton-Jacobi-Isaacs approach; autonomous agent teams; conservatism; evader evasion strategy; evader team; geometrical approach; information pattern; iterative open-loop scheme; multiple players; open-loop formulation; open-loop framework; single-pursuer-multiple-evader pursuit-evasion game; survival time; total capture time; Computational modeling; Games; Iterative methods; Joints; Layout; Optimization; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2013
Conference_Location
Washington, DC
ISSN
0743-1619
Print_ISBN
978-1-4799-0177-7
Type
conf
DOI
10.1109/ACC.2013.6580676
Filename
6580676
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