Title :
Coordination mechanisms for tracking and surveillance in multiagent environments
Author :
Quintero M, Christian G. ; Bertel R, F.A. ; Maldonado P, Daniel E
Author_Institution :
Electr. & Electron. Dept., Univ. del Norte, Barranquilla, Colombia
Abstract :
The use of multiagent techniques to support the human activities has been increasing for many years, especially in coordination mechanisms for environments monitoring. Then, we propose a coordination mechanism applied to intelligent surveillance methods. The approach aims to increase the time in which agents are able to ensure intruder´s tracking. The coordination is based on information from sensors of each agent, which are evaluated to make a suitable decision to guarantee tracking. Several types of heterogeneous agents are used in this approach: indoor mobile agents, outdoor mobile agents and static agents. With different groups of agents, we compare the intelligent mechanism with a random mechanism to determine the overall system performance.
Keywords :
mobile robots; multi-agent systems; multi-robot systems; neural nets; surveillance; artificial neural network; coordination mechanism; indoor mobile agent; intelligent surveillance method; intruder tracking; multiagent environment; outdoor mobile agent; random mechanism; static agent; Artificial neural networks; Mobile agents; Sensors; Surveillance; System performance; Tracking; Trajectory; Artificial Neural Networks; Coordination; Distributed Artificial Intelligence; Multiagent Systems;
Conference_Titel :
ANDESCON, 2010 IEEE
Conference_Location :
Bogota
Print_ISBN :
978-1-4244-6740-2
DOI :
10.1109/ANDESCON.2010.5632845