Title :
Multiple UAV search using agent based negotiation scheme
Author :
Sujit, P.B. ; Ghose, D.
Author_Institution :
Dept. of Aerosp. Eng., Indian Inst. of Sci., Bangalore, India
Abstract :
In this paper, we present an agent based negotiation scheme for multiple UAVs performing search operation on an unknown region. The UAVs are subjected to limited sensor range and can communicate with their neighbouring UAVs only. The UAVs use negotiation as the decision making mechanism for obtaining search paths. The scheme is scalable to large number of UAVs without much computational burden. We study the performance of uncertainty reduction strategies using negotiation schemes with different levels of information structures. The simulation results show that the search based on negotiation scheme with various kinds of information structures outperforms random and greedy strategies with identical information structures.
Keywords :
aircraft navigation; decision making; multi-agent systems; multi-robot systems; remotely operated vehicles; search problems; surveillance; agent based negotiation scheme; decision making mechanism; information structures; multiple UAV search; sensor range; Decision making; Game theory; Hazards; Multiagent systems; Remotely operated vehicles; Resource management; Surveillance; Uncertainty; Unmanned aerial vehicles; Weapons;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470430