基于多智能体协同的无线传感网络水产养殖监控系统

Wireless Sensor Network Collaborative Monitoring System for Aquaculture Based on Multi-agent System

基于现有监控系统在自学习能力和监控范围方面的局限,将多智能体技术引入到规模化水产养殖监控系统中,提出了一种基于多智能体协同的无线传感网络水产养殖监控系统。系统由信息采集智能体、信息汇聚智能体、环境调节智能体、现场监控智能体和远程监控智能体组成。通过多智能体间的协作,使系统的监控能力得以增强,便于适应多变的养殖环境。试验结果表明,系统能够根据养殖环境因子的变化对养殖环境进行调节,精度满足要求,能够适应规模化水产养殖环境监控的需要。

The existing monitoring system has limitations in self-learning ability and monitoring range.In this paper,the multi-agent technology is introduced into the monitoring and control system for large-scale aquaculture,and a wireless sensor network collaborative monitoring system for aquaculture based on Multi-agent System is proposed.The proposed system consists of infor-mation gathering intelligence agent, information convergence intelligence anent, environment control intelligence agent,field monitoring intelligence agent and remote monitoring intelligence agent.By collaborating among the multi-agents,the monitoring capability of the system is en-hanced and it is easy for the system to get adapted to various breeding environments.The envi-ronment control intelligence agent combines the fuzzy logic and neural network expert system to analyze the data,and realizes the closed loop control process.Test results show that the system can adj ust the breeding environment based on the breeding environment factors,and the adj ust-ment precision can meet the requirements.It can satisfy the needs of large-scale aquaculture envi-ronment monitoring.