基于规则引擎的多传感器异步通信信息分类方法研究

Research on Information Classification Method of Multi-sensor Asynchronous Communication based on Rule Engine

针对多传感器异步通信信息分类受到环境因素干扰的影响,出现信息分类效果差等问题,设计了一种基于规则引擎的多传感器异步通信信息分类方法。通过引入文档频率与互信息的降维技术,以时间尺度为标准来搜索多传感器异步通信信息,得到了多传感器异步通信信息的信息熵。根据多传感器异步通信信息进行降维处理,得到评价函数的改进设计。采用计算多传感器异步通信信息的权重,改进多传感器异步通信信息分类算法,结合多传感器异步通信信息分类流程,实现了多传感器异步通信信息的分类。实验结果表明,利用规则引擎的信息分类方法受到信号干扰和环境干扰的影响较小,具有更好的信息分类效果。

Since the information classification of multi-sensor asynchronous communication is interfered by the environmental factors and the information classification effect is poor,a new information classification method of multi-sensor asynchronous communication based on rule engine was proposed and designed.By introducing the dimensionality reduction technology of document frequency and mutual information,the multi-sensor asynchronous communication information was searched based on the time scale,and the information entropy of the multi-sensor asynchronous communication information was obtained.According to the multi-sensor asynchronous communication information,the dimensionality reduction process was carried out,and the improved design of evaluation function was obtained.The weight of multi-sensor asynchronous communication information was calculated,and the classification algorithm of multi-sensor asynchronous communication information was improved.Combined with the classification process of multi-sensor asynchronous communication information,the classification of multi-sensor asynchronous communication information was realized.The experimental results show that the information classification method based on rule engine is less affected by signal interference and environment interference,and has better information classification effect.