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
Link To Document :
بازگشت