Effects of Multi-Robot Team Formations on Distributed Area Coverage

被引:8
作者
Dasgupta, Prithviraj [1 ]
Whipple, Taylor [1 ]
Cheng, Ke [1 ]
机构
[1] Univ Nebraska, Comp Sci Dept, Lincoln, NE 68583 USA
关键词
Distributed Area Coverage; Flocking; Multi-Robot Systems; Swarm Robotics; Team Formation;
D O I
10.4018/jsir.2011010103
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper examines the problem of distributed coverage of an initially unknown environment using a multirobot system. Specifically, focus is on a coverage technique for coordinating teams of multiple mobile robots that are deployed and maintained in a certain formation while covering the environment. The technique is analyzed theoretically and experimentally to verify its operation and performance within the Webots robot simulator, as well as on physical robots. Experimental results show that the described coverage technique with robot teams moving in formation can perform comparably with a technique where the robots move individually while covering the environment. The authors also quantify the effect of various parameters of the system, such as the size of the robot teams, the presence of localization, and wheel slip noise, as well as environment related features like the size of the environment and the presence of obstacles and walls on the performance of the area coverage operation.
引用
收藏
页码:44 / 69
页数:26
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