Experiments with a large heterogeneous mobile robot team: Exploration, mapping, deployment and detection

被引:179
作者
Howard, Andrew [1 ]
Parker, Lynne E.
Sukhatme, Gaurav S.
机构
[1] Univ So Calif, Dept Comp Sci, Robot Res Lab, Los Angeles, CA 90089 USA
[2] Univ Tennessee, Dept Comp Sci, Distributed Intelligence Lab, Knoxville, TN 37996 USA
关键词
multi-robot systems; exploration; simultaneous; localization and mapping; deployment;
D O I
10.1177/0278364906065378
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
We describe the design and experimental validation of a large heterogeneous mobile robot team built for the DARPA Software,for Distributed Robotics (SDR) program. The core challenge for the SDR program was to develop a multi-robot system capable of carrying out a specific mission: to deploy a large number of robots into an unexplored building, map the building interior detect and track intruders, and transmit all of the above information to a remote operator. To satisfy these requirements, we developed a heterogeneous robot team consisting of approximately 80 robots. We sketch the key technical elements of this team, focusing on the novel aspects, and present selected results from supervised experiments conducted in a 600 m(2) indoor environment.
引用
收藏
页码:431 / 447
页数:17
相关论文
共 22 条
[1]  
[Anonymous], 2002, ROBOTIC MAPPING SURV
[2]   Behavior-based formation control for multirobot teams [J].
Balch, T ;
Arkin, RC .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1998, 14 (06) :926-939
[3]  
Burgard W., 2000, P IEEE INT C ROB AUT, V1, P476, DOI DOI 10.1109/ROBOT.2000.844100
[4]   Coding theory framework for target location in distributed sensor networks [J].
Chakrabarty, K ;
Iyengar, SS ;
Qi, HO ;
Cho, EC .
INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, PROCEEDINGS, 2001, :130-134
[5]  
Dijkstra E.W., 1959, Numerische mathematik, V1, P269, DOI DOI 10.1007/BF01386390
[6]  
ELFES A, 1990, P 6 C UNC AI
[7]  
GUTMANN J, 2000, P IEEE INT S COMP IN
[8]   Multi-robot mapping using manifold representations [J].
Howard, A .
2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, :4198-4203
[9]  
Howard A, 2002, DISTRIBUTED AUTONOMOUS ROBOTIC SYSTEMS 5, P299
[10]  
Howard A., 2003, RADISH ROBOTICS DATA