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基于多源信息融合的农作物生长智能监测系统

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当前农作物生长智能监测系统监测模块结构多为单向形式,监测的范围小导致错误监测警示次数增加.为此提出基于多源信息融合的农作物生长智能监测系统的设计与验证分析.根据当前测试需求及标准,先进行监测信息采集单元装置构建,以此为基础,构建主控制器,并进行传感器接入,实现农作物生长智能监测系统硬件的设计;采用多源融合的方式,扩大当前的监测范围,建立多源信息融合农作物生长监测模块,与 自适应监测数据库关联,实现系统软件设计.实验结果表明:在三个阶段的测试背景下针对玉米、大豆、高粱、花生和水稻农作物的误监测警示次数减低到10次以下,说明在多源信息融合技术的辅助下,所设计的智能监测系统最效果更佳.
Intelligent monitoring system for crop growth based on multi-source in-formation fusion
At present,the monitoring module structure of intelligent crop growth monitoring system is mostly one-way form,and the small monitoring range leads to the increase of the number of error monitoring warnings.The design and verification analysis of crop growth in-telligent monitoring system based on multi-source information fusion are proposed.According to the current test requirements and standards,the monitoring information collection unit is con-structed,based on the main controller and the sensor access to realize the hardware design of the crop growth intelligent monitoring system,expand the current monitoring scope,establish the multi-source information fusion crop growth monitoring module,associate with the adaptive monitoring database,and realize the system software design.The experimental results show that:in the background of three stages,the number of mismonitoring warnings for corn,soybean,sorghum,peanut and rice crops is reduced to less than 10 times,indicating that with the assis-tance of multi-source information fusion technology,the designed intelligent monitoring system is better.

multi-source information integrationcropgrowth monitoringmonitoring and i-dentificationintelligent monitoringmonitoring system

董世兴

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郑州工业应用技术学院信息工程学院,河南郑州 450000

多源信息融合 农作物 生长监测 监测识别 智能监测 监测系统

2024

长江信息通信
湖北通信服务公司

长江信息通信

影响因子:0.338
ISSN:2096-9759
年,卷(期):2024.37(4)
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