Multi-agent ERA Model Based on Belief Interaction Solves Wireless Sensor Networks Routing Problem

  • Authors:

  • Yanbin Liu;Chunguang Zhou;Kangping Wang;Dan Li;Dongwei Guo

  • Affiliations:

  • College of computer science and technology, Jilin University, Changchun, China 130012;College of computer science and technology, Jilin University, Changchun, China 130012;College of computer science and technology, Jilin University, Changchun, China 130012;College of computer science and technology, Jilin University, Changchun, China 130012;College of computer science and technology, Jilin University, Changchun, China 130012

  • Venue:
  • HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
  • Year:
  • 2008

Quantified Score

Hi-index 0.00

Visualization

Abstract

ERA is the acronym of environment, reactive rules and agent. The model is a new effective multi-agent cooperation framework, which has been successfully applied in a wide range of fields. This paper presents the concept of belief into multi agent system. Each agent stands for a feasible routing, it moves according to its own belief matrix in the sensor networks environment. Agent has the ability to evaluate and adjust its belief matrix according to the historical routing. Agents will interact their believes to each other when they meet at the same sensor node. This paper employs a large number of data and other classical models to evaluate the algorithm, the experimental results show that this model prolongs the lifetime of wireless sensor network by reducing energy dissipation, which validates the algorithm's feasibility and availability.