DocumentCode
1061652
Title
Cooperative control of mobile sensor networks:Adaptive gradient climbing in a distributed environment
Author
Ögren, Petter ; Fiorelli, Edward ; Leonard, Naomi Ehrich
Author_Institution
Dept. of Autonomous Syst., Swedish Defense Res. Agency, Stockholm, Sweden
Volume
49
Issue
8
fYear
2004
Firstpage
1292
Lastpage
1302
Abstract
We present a stable control strategy for groups of vehicles to move and reconfigure cooperatively in response to a sensed, distributed environment. Each vehicle in the group serves as a mobile sensor and the vehicle network as a mobile and reconfigurable sensor array. Our control strategy decouples, in part, the cooperative management of the network formation from the network maneuvers. The underlying coordination framework uses virtual bodies and artificial potentials. We focus on gradient climbing missions in which the mobile sensor network seeks out local maxima or minima in the environmental field. The network can adapt its configuration in response to the sensed environment in order to optimize its gradient climb.
Keywords
adaptive control; distributed control; gradient methods; mobile robots; multi-agent systems; stability; wireless sensor networks; adaptive gradient climbing; adaptive systems; cooperative control; cooperative management; mobile sensor network; multiagent systems; reconfigurable sensor arrays; stable control strategy; vehicle network; Adaptive control; Adaptive systems; Biosensors; Intelligent networks; Marine animals; Mechanical sensors; Programmable control; Remotely operated vehicles; Robustness; Sensor arrays; Adaptive systems; cooperative control; gradient methods; mobile robots; multiagent systems; sensor networks;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2004.832203
Filename
1323171
Link To Document