用于监测植物健康和幼虫活动的事件驱动无线传感器网络

A. Sabo, S. Qaisar, A. Subasi, K. A. Rambo
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引用次数: 4

摘要

该项目的目的是开发一个高效的事件驱动无线传感器网络,用于有效和节能地监测偏远农田的植物健康和幼虫种群。在此框架下,提出了一个事件驱动的无线传感器网络,用于检测幼虫和测量其他系统参数,如声学复杂性指数(ACI)、温度、湿度和土壤湿度。传感器的数据由前端传感节点通过串口采集,前端传感节点采用STM32F407VG板开发。STM32F407VG板是基于ARM处理器的。与时钟驱动的经典传感节点相比,所设计的传感节点仅在发生重大变化的情况下获取和传输传感器数据。与传统解决方案相比,它显著降低了数据采集和传输活动的功耗。与传统算法相比,该算法提高了算法的效率和自主性。来自节点的数据通过使用无线ZigBee接口传输到基站。基站从一组事件驱动的感知节点收集数据。该数据通过基站和CPU之间的USB连接传输到中央处理器(CPU)。在CPU上,通过基于MATLAB的专门开发的应用程序对该数据进行分析。结果显示并记录在CPU上。它允许终端用户访问这个,并实现预期作物田的及时交互和治疗。通过对系统参数的调整,实现了系统各模块的有效集成和性能优化。在实验装置上测试了所提出的系统的运行情况。结果证实系统功能正常。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Event Driven Wireless Sensors Network for Monitoring of Plants Health and Larva Activities
The aim of this project is to develop an efficient event driven wireless sensors network for an effective and power efficient monitoring of plants health and larva population in a remote crop field. In this framework, an event-driven wireless sensors network is proposed to detect larva and measure other system parameters like Acoustic Complexity Index (ACI), temperature, humidity and soil moisture. The sensors' data is collected by the front end sensing node, developed with a STM32F407VG board, via a serial port. The STM32F407VG board is based on the ARM processor. In contrast to the clock driven classical sensing nodes, the devised sensing nodes only acquire and transmits the sensors data in the case of a significant change. It significantly reduces the power consuming data acquisition and transmission activity as compared to the classical solutions. It improves the proposed solution power efficiency and autonomy as compared to the counter classical ones. The data from the node is transmitted to a base station by using a wireless ZigBee interface. The base station collects data from a group of event-driven sensing nodes. This data is transmitted to the Central Processing Unit (CPU) via the USB liaison between the base station and the CPU. On CPU this data is analyzed via the MATLAB based specifically developed application. The findings are displayed and logged on the CPU. It allows the terminal user to access this and to achieve a timely interaction and cure of the intended crop field. The system parameters are adjusted in order to achieve the effective modules integration and performance. The proposed system operation is tested with an experimental setup. Results have confirmed a proper system functionality.
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