DocumentCode
143
Title
Spill Detection and Perimeter Surveillance via Distributed Swarming Agents
Author
Zhang, Guoxian ; Fricke, Gregory K. ; Garg, Devendra P.
Author_Institution
Microstrategy, Inc., Tysons Corner, VA, USA
Volume
18
Issue
1
fYear
2013
fDate
Feb. 2013
Firstpage
121
Lastpage
129
Abstract
The problem of perimeter detection and monitoring has a variety of applications. In this paper, a hybrid system of finite states is proposed for multiple autonomous robotic agents with the purpose of hazardous spill perimeter detection and tracking. In the system, each robotic agent is assumed to be in one of three states: searching, pursuing, and tracking. The agents are prioritized based on their states, and a potential field is constructed for agents in each state. For an agent in the tracking state, the agent´s location and velocity as well as those of its closest leading and trailing agents are utilized to control its movement. The convergence of the tracking algorithm is analyzed for multiple spills under certain conditions. Simulation and experiment results show that with the proposed method, the agents can successfully detect and track the spills of various shapes, sizes, and movements.
Keywords
mobile robots; monitoring; motion control; multi-robot systems; object detection; surveillance; target tracking; agent location; agent velocity; convergence; distributed swarming agents; finite states; hazardous spill perimeter detection; leading agent; movement control; multiple autonomous robotic agents; perimeter monitoring; perimeter surveillance; pursuing state; searching state; spill detection; tracking algorithm; tracking state; trailing agent; Indexes; Robots; Search problems; Sensors; Surveillance; Tracking; Autonomous agents; mobile agents; multirobot systems;
fLanguage
English
Journal_Title
Mechatronics, IEEE/ASME Transactions on
Publisher
ieee
ISSN
1083-4435
Type
jour
DOI
10.1109/TMECH.2011.2164578
Filename
6016238
Link To Document