학술논문

Mobile agents in adaptive hierarchical Bayesian networks for global awareness
Document Type
Conference
Source
SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218) Systems, man, and cybernetics Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on. 3:2207-2212 vol.3 1998
Subject
Robotics and Control Systems
Computing and Processing
Mobile agents
Intelligent networks
Adaptive systems
Bayesian methods
Distributed computing
Military computing
Computer networks
Robustness
Telecommunication computing
Information processing
Language
ISSN
1062-922X
Abstract
In order to be efficient and robust, distributed computing applications must accommodate new data sources and alter their computational structure automatically. We demonstrate the utility of mobile agents for addressing such challenges in a distributed, real-time application. We describe our implementation of a distributed information fusion system based on Bayesian networks using the D'Agent mobile agent system. The Bayesian networks infer identity for clusters of vehicles using information from distributed sensors and databases.