基于特征模式识别的农田监控系统研究  

Study on Farmland Monitoring System Based on FeaturePattern Recognition

作　　者：周育辉[1] 孙滨[2] Zhou Yuhui;Sun Bin(Jiangxi Biotech Vocational College,Nanchang 330200;Taishan Vocational and Technical College,Taian 271000)

机构地区：[1]江西生物科技职业学院,南昌330200 [2]泰山职业技术学院,泰安271000

出　　处：《中国农机装备》2024年第4期2-5,共4页China Agricultural Machinery Equipment

基　　金：江西省教育厅科学技术研究项目(GJJ2207203)。

摘　　要：针对农田监控系统中存在的识别准确度不高、数据处理效率低等问题,提出了一种基于特征模式识别的农田监控系统。对农田监控系统的功能进行了设计,包括系统整体架构设计、数据采集与传输模块设计、特征提取与模式识别算法设计,结合用户界面设计实验与结果分析,验证了所提出系统的有效性和性能优势。对农田监控系统在实际农业生产中的应用前景进行了展望,并提出了未来改进方向和研究趋势。A farmland monitoring system based on feature pattern recognition was proposed to address the issues of low rec-ognition accuracy and low data processing efficiency in farmland monitoring systems.Detailed functions of the farmland mon-itoring system were designed including overall system architecture,data acquisition and transmission module,feature extrac-tion and pattern recognition algorithm.Combined with user interface design experiments and result analysis,the effectiveness and performance advantages of the proposed system were verified.The application prospects of agricultural monitoring sys-tems in actual agricultural production were discussed,and future improvement directions and research trends were proposed.

关 键 词：特征模式识别 农田监控系统 数据处理 识别准确度 改进方向 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]