Title :
Aware-BDI: An Extension of the BDI Model Incorporating Situational Awareness
Author :
Hegde, M.S. ; Singh, Sushil
Author_Institution :
Dept. of Inf. & Commun. Technol., Manipal Univ., Manipal, India
Abstract :
In this paper, we address the problems faced by a group of agents lacking global knowledge and global communications, by the introduction of a belief sharing mechanism. The Belief-Desire-Intention (BDI) architecture lacks a framework that would facilitate effective communication, to bring about situational awareness among agents in an insecure environment. We extend the BDI architecture with the concept of situational awareness. Agents can gain awareness by exchanging beliefs, ascertaining the truth of such retrieved beliefs and measuring the credibility of a peer agent. Aware-BDI mainly increases the situational awareness of the agents, thereby increasing operational efficiency and probability of attack detection.
Keywords :
belief networks; multi-agent systems; peer-to-peer computing; probability; BDI architecture; BDI model; attack detection probability; aware-BDI; belief sharing mechanism; belief-desire-intention architecture; global communications; global knowledge; insecure environment; operational efficiency; peer agent; situational awareness; Autonomous agents; Cognition; Computer architecture; Multi-agent systems; Particle swarm optimization; Prediction algorithms; Reliability; BDI Architecture; belief sharing; knowledge sharing; multi-agent communication; situational awareness;
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2013 International Conference on
Conference_Location :
Gwalior
Print_ISBN :
978-1-4673-5603-9
DOI :
10.1109/CSNT.2013.30