Coverage, exploration and deployment by a mobile robot and communication network

被引:108
作者
Batalin, MA [1 ]
Sukhatme, GS [1 ]
机构
[1] Univ So Calif, Robot Embedded Syst Lab, Dept Comp Sci, Ctr Robot & Embedded Syst, Los Angeles, CA 90089 USA
关键词
sensor networks; mobile robots; communication networks; coverage; exploration; deployment; robot navigation;
D O I
10.1023/B:TELS.0000029038.31947.d1
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
We consider the problem of coverage and exploration of an unknown dynamic environment using a mobile robot. The environment is assumed to be large enough such that constant motion by the robot is needed to cover the environment. We present an efficient minimalist algorithm which assumes that global information is not available (neither a map, nor GPS). Our algorithm deploys a network of radio beacons which assists the robot in coverage. The network is also used by the robot for navigation. The deployed network can also be used for applications other than coverage (such as multi-robot task allocation). Simulation experiments are presented which show the collaboration between the deployed network and mobile robot for the tasks of coverage/exploration, network deployment and maintenance (repair), and mobile robot recovery (homing behavior). We discuss a theoretical basis for our algorithm on graphs and show the results of the simulated scenario experiments.
引用
收藏
页码:181 / 196
页数:16
相关论文
共 22 条
[1]  
Batalin MA, 2002, DISTRIBUTED AUTONOMOUS ROBOTIC SYSTEMS 5, P373
[2]   Sensor coverage using mobile robots and stationary nodes [J].
Batalin, MA ;
Sukhatme, GS .
SCALABILITY AND TRAFFIC CONTROL IN IP NETWORKS II, 2002, 4868 :269-276
[3]  
BATALIN MA, 2003, IN PRESS P IEEE RSJ
[4]  
BENDER MA, 1998, ANN ACM S THEOR COMP
[5]  
Burgard W., 2000, P IEEE INT C ROB AUT, V1, P476, DOI DOI 10.1109/ROBOT.2000.844100
[6]   ROBOTIC EXPLORATION AS GRAPH CONSTRUCTION [J].
DUDEK, G ;
JENKIN, M ;
MILIOS, E ;
WILKES, D .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1991, 7 (06) :859-865
[7]  
GAGE DW, 1992, P 19 ANN AUVS TECHN, P22
[8]  
Howard A, 2002, DISTRIBUTED AUTONOMOUS ROBOTIC SYSTEMS 5, P299
[9]  
Koenig S, 1996, PROCEEDINGS OF THE THIRTEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE, VOLS 1 AND 2, P279
[10]  
KOENIG S, 1992, CMUCS93106 SCH COMP