DocumentCode :
2901727
Title :
A coordination mechanism for model-based multi-sensor planning
Author :
Kamel, Mohamed ; Hodge, Lovell
Author_Institution :
Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada
fYear :
2002
fDate :
2002
Firstpage :
709
Lastpage :
714
Abstract :
This paper presents a multi-agent system for coordinating the deployment of multiple sensors in a modeled environment. The sensing task is the maximal sensor coverage of one or more targets in a scene and the position of each sensor is controlled by an autonomous agent. The agents rely on negotiation to achieve the level of coordination necessary to accomplish the given sensing task. Currently, the system focuses on the use of cameras for visual inspection tasks in which a single camera may be inadequate due to occluding objects in the scene, the number of targets to be observed or the sheer size of the target. The paper presents the negotiation mechanism developed for the multi-agent planning of the camera positions and illustrates its effectiveness by an example. Results show that the agents were able to autonomously position the cameras so as to allow for an acceptable level of coverage of the targets being observed.
Keywords :
computer vision; image sensors; multi-agent systems; planning (artificial intelligence); position control; autonomous camera modules; distributed vision system; model-based sensor planning; multiple agent system; multiple sensor system; sensor model; viewpoint planner; Art; Cameras; Control systems; Inspection; Intelligent sensors; Layout; Machine intelligence; Pattern analysis; Sensor phenomena and characterization; Sensor systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control, 2002. Proceedings of the 2002 IEEE International Symposium on
ISSN :
2158-9860
Print_ISBN :
0-7803-7620-X
Type :
conf
DOI :
10.1109/ISIC.2002.1157849
Filename :
1157849
Link To Document :
بازگشت