位置:成果数据库 > 期刊 > 期刊详情页
基于无线图像传感器网络的农田远程监测系统
  • ISSN号:1000-1298
  • 期刊名称:《农业机械学报》
  • 时间:0
  • 分类:S24[农业科学—农业电气化与自动化;农业科学—农业工程] TP274[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:华南农业大学数学与信息学院,广州510642
  • 相关基金:国家星火计划项目(2014GA780064、2015GA780002); 广东省科技计划项目(2015A020224033、2015A020209129)
中文摘要:

为了实时获取农田图像和视频信息,提出了基于无线图像传感器网络的农田远程监测系统。针对当前图像传感器节点存在的不足,基于CMOS图像传感器和S3C6410嵌入式处理器设计了低成本、高分辨率的无线图像传感器节点,并研究了基于驱动层和应用层协作的分辨率实时调整算法,使得节点具备10种不同的分辨率,最高分辨率可达500万像素,而且分辨率可根据用户需求实时调整,以满足用户对不同图像精度的需求。采用Wi Fi技术构建无线图像传感器网络,并通过4G网络远程传输图像和视频到服务器。在服务器端开发了基于Web的可视化农田信息管理软件,实现对采集的数据进行有效存储、管理和应用,并为用户提供网络服务。部署了该系统并进行了长时间的运行测试试验,试验结果表明:系统可稳定地运行,能够根据远程指令采集并传输不同分辨率的图像,采集并传输1幅126 KB左右的图像平均耗时为5.36 s,网络平均丢包率为1.67%,客户端开启视频监控平均时延为3.48 s,视频播放流畅。

英文摘要:

A remote monitoring system for farmland based on wireless image sensor network was put forward in order to obtain the farmland image and video information in real time. Aiming at the shortcomings of the current image sensor nodes,a low-cost high-resolution wireless image sensor node was designed based on CMOS image sensor chip and S3C6410 embedded processor. To ensure the stability and reliability of the node,the powerful embedded Linux operating system was employed as the software development platform. And based on this platform,a modular designing method was adopted to program the software system of the node in C/C + + language. Especially,a resolution adjustment algorithm based on driver and application layer cooperation was studied,which made the node had 10 different resolutions and the highest resolution was up to 5 mega pixels. More importantly,the resolution can be adjusted in real time according to the requirements of users when it was working,which made the node can meet the needs of users for different image accuracies. A wireless image sensor network was constructed by utilizing Wi Fi technology as well as the images and videos captured by the nodes were remotely transmitted to the server through the 4 G network. In order to prolong the life cycle of the node,a solar power supply system was designed. A visual farmland information management software Webbased was developed in order to effectively store,manage and use the data captured by the nodes,and a convenient method was provided for a user to remotely access the acquisition networks and the data stored in the server. The system was deployed and tested for a long time. The test results showed that the system could work stably,as well as capture and transmit images with different resolutions according to the remote instruction. Moreover,the average time to capture and transmit one image with size of about126 KB was about 5. 36 s,and the average packet loss ratio of the network was about 1. 67%. In thetests,the average delay for the client to ope

同期刊论文项目
同项目期刊论文
期刊信息
  • 《农业机械学报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国农业机械学会 中国农业机械化科学研究院
  • 主编:任露泉
  • 地址:北京德胜门外北沙滩一号6号信箱
  • 邮编:100083
  • 邮箱:njxb@caams.org.cn
  • 电话:010-64882610 64867367
  • 国际标准刊号:ISSN:1000-1298
  • 国内统一刊号:ISSN:11-1964/S
  • 邮发代号:2-363
  • 获奖情况:
  • 荣获中国科协优秀期刊二等奖,1997~2000年连续4年获中国科协择优资金,被列入中国期刊方阵,中国期刊方阵“双效”期刊
  • 国内外数据库收录:
  • 美国化学文摘(网络版),英国农业与生物科学研究中心文摘,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:42884