聚类算法农业信息采集系统设计及试验研究

Design of Agricultural Information Gathering System Based on Clustering Algorithm

基于无线传感网络和改进的聚类算法设计并实现了一套农业信息采集系统。系统采用无线传感网络进行农业信息的采集和传输,解决了农业信息较难采集和远程传输困难的问题;采用改进的聚类算法对农业信息进行分析,实现了对数据高速、高质量的分类。并进行了系统的硬件组成和软件开发,对系统的信息传输和算法进行了验证,结果表明:该系统能够满足用户对于农业信息采集系统的使用要求。

In this paper, we design a system to gather information in agriculture, which is based on wireless sensor networks and clustering algorithm. In this system, the agricultural information is gathered and transmitted by wireless sensor network, the problems of gathering agricultural information remote transmission are solved. Analyses the information in agriculture by modified clustering algorithm, it can classify the information in high speed and high quality. In this paper, hardware facility and software development introduced. Information transmission and clustering algorithm are certificated by experiments. The results show that the information gathering system can meet the requirements of users.