针对多Agent的无线网络中数据协调方法研究

Data Fitting in Wireless Network with Multiple Agents

目的针对传统无线网络系统中,上位机对接收到的末端节点数据无法判别正误,并且对错误数据无法协调等问题,设计一种快速、稳定的解决方法.方法设计了基于多Agent技术的无线网络系统,建立了系统网络拓扑结构,给出系统的工作流程,定义了系统的通信协议,采用递推算法对采样数据进行定量分析,判定其正误;采用最小二乘法对错误数据进行数据拟合.结果通过系统仿真,得出仿真图形,系统可以自主的对可疑数据进行纠错,纠错正确率达到98%以上,证明了该协调方法的有效性.结论基于多Agent技术的无线网络系统具有智能性,对系统错误的数据快速、智能的协调方式为系统的实时性和稳定性提供了保证.

In traditional wireless networks,it is impossible for the host computer to distinguish the received data of endpoint nodes correct or wrong and to correct errors.To solve the problem,we design a wireless network system based on multi-agent technology,establish the network topological structure of the system,give the system′s work process,and define the system communication protocol.The paper provides quantitative analysis to the sample data by using the recursive algorithm in order to distinguish its correc...