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基于無線圖像傳感器網(wǎng)絡(luò)的農(nóng)田遠(yuǎn)程監(jiān)測(cè)系統(tǒng)
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國(guó)家星火計(jì)劃項(xiàng)目(2014GA780064、2015GA780002)和廣東省科技計(jì)劃項(xiàng)目(2015A020224033、2015A020209129)


Remote Monitoring System for Farmland Based on Wireless Image Sensor Network
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    摘要:

    為了實(shí)時(shí)獲取農(nóng)田圖像和視頻信息,提出了基于無線圖像傳感器網(wǎng)絡(luò)的農(nóng)田遠(yuǎn)程監(jiān)測(cè)系統(tǒng)。針對(duì)當(dāng)前圖像傳感器節(jié)點(diǎn)存在的不足,基于CMOS圖像傳感器和S3C6410嵌入式處理器設(shè)計(jì)了低成本、高分辨率的無線圖像傳感器節(jié)點(diǎn),并研究了基于驅(qū)動(dòng)層和應(yīng)用層協(xié)作的分辨率實(shí)時(shí)調(diào)整算法,使得節(jié)點(diǎn)具備10種不同的分辨率,最高分辨率可達(dá)500萬像素,而且分辨率可根據(jù)用戶需求實(shí)時(shí)調(diào)整,以滿足用戶對(duì)不同圖像精度的需求。采用WiFi技術(shù)構(gòu)建無線圖像傳感器網(wǎng)絡(luò),并通過4G網(wǎng)絡(luò)遠(yuǎn)程傳輸圖像和視頻到服務(wù)器。在服務(wù)器端開發(fā)了基于Web的可視化農(nóng)田信息管理軟件,實(shí)現(xiàn)對(duì)采集的數(shù)據(jù)進(jìn)行有效存儲(chǔ)、管理和應(yīng)用,并為用戶提供網(wǎng)絡(luò)服務(wù)。部署了該系統(tǒng)并進(jìn)行了長(zhǎng)時(shí)間的運(yùn)行測(cè)試試驗(yàn),試驗(yàn)結(jié)果表明:系統(tǒng)可穩(wěn)定地運(yùn)行,能夠根據(jù)遠(yuǎn)程指令采集并傳輸不同分辨率的圖像,采集并傳輸1幅126KB左右的圖像平均耗時(shí)為5.36s,網(wǎng)絡(luò)平均丟包率為1.67%,客戶端開啟視頻監(jiān)控平均時(shí)延為3.48s,視頻播放流暢。

    Abstract:

    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 WiFi technology as well as the images and videos captured by the nodes were remotely transmitted to the server through the 4G network. In order to prolong the life cycle of the node, a solar power supply system was designed. A visual farmland information management software Webbased 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 about 126KB was about 5.36s, and the average packet loss ratio of the network was about 1.67%. In the tests, the average delay for the client to open video monitoring was about 3.48s, and the video playing was smooth. Finally, the power supply system based on the solar energy could provide a stable power supply for the nodes in the long work. The tests validated that the remote monitoring system designed in this work can automatically capture images and videos of farmland in real time, transmit them to the server remotely, and satisfy the requirement of users for remote monitoring farmland.

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殷建軍,潘春華,肖克輝,葉耀文,劉小平,肖德琴.基于無線圖像傳感器網(wǎng)絡(luò)的農(nóng)田遠(yuǎn)程監(jiān)測(cè)系統(tǒng)[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2017,48(7):286-293. YIN Jianjun, PAN Chunhua, XIAO Kehui, YE Yaowen, LIU Xiaoping, XIAO Deqin. Remote Monitoring System for Farmland Based on Wireless Image Sensor Network[J]. Transactions of the Chinese Society for Agricultural Machinery,2017,48(7):286-293.

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  • 收稿日期:2016-10-26
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  • 在線發(fā)布日期: 2017-07-10
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