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面向田园监测的低成本多光谱图像远程采集节点设计
  • ISSN号:1002-6819
  • 期刊名称:《农业工程学报》
  • 时间:0
  • 分类:S22[农业科学—农业机械化工程;农业科学—农业工程] TP242[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:[1]华南农业大学数学与信息学院,广州510642, [2]华南农业大学工程学院,广州510642
  • 相关基金:广东省科技计划项目资助(2014A050503061;2015A020224033;2015A020209129); 国家星火计划项目资助(2014GA780064)
中文摘要:

利用多光谱图像采集设备获取农作物敏感波段的多光谱图像并对其进行分析,已经成为当前农作物生长状态评估的重要手段。但现有的光谱图像采集设备存在价格昂贵、体积较大、分辨率低、需人工搬运设备至田间作业等不足。为此,该文设计一种低成本、高分辨率的多光谱图像远程采集节点,并部署在田园对农作物光谱图像进行实时采集,并远程传输到服务器端,从而实现对农作物状态的持续监测。节点可同时采集RGB彩色图像和3种不同波段光谱图像,图像分辨率可达500万像素,且滤片可更换,因而其可应用于不同作物的图像获取。节点的硬件平台由嵌入式处理器芯片S3C6410、CMOS图像传感器OV5640和自行设计的机械式滤光片转换装置构成。为了实现图像的远程传输,节点集成了3G无线通信模块。采用嵌入式Linux搭建了节点的软件平台,并在此基础上设计了节点的软件系统,实现了滤光片转换的驱动控制、图像采集、图像压缩和3G无线传输等功能。为了验证节点的性能,将节点部署在田园进行了一系列试验测试。测试结果表明,节点能够自动采集RGB彩色和3种波段光谱图像,并通过3G网络无线传输到服务器端。采集和传输大小为133 k B的4幅图像所需总时间约为45.27 s,丢包率为0.54%。试验表明该文所设计的节点能够实时采集和远程传输多光谱图像,可满足田园现场环境多光谱图像获取的需求。

英文摘要:

Analyzing the multispectral images of sensitive bands of crops obtained through muhispectral image acquisition devices, has currently become an important means to assess the growth status of crops. However, the existing multispectral image acquisition devices have some shortcomings, such as expensive in price, huge in volume, low in resolution. Further, it is labor-intensive and time-consumed to carry the device to reality environment. To this end, a low cost and high resolution multispectral image remote acquisition node is designed in this paper, and it is deployed in a field to capture muhispectral images of crops in real time which are remotely transmitted to the server in order to achieve continuous monitoring for the growth status of crops. The designed node can simultaneously capture RGB images and spectral images in 3 different bands with the resolution of up to 5 mega pixels, and its filters are replaceable. Thus, the node can be deployed in different environments to capture images of different crops. The system control module of the node is constructed by integrating a low-cost high-performance S3C6410 chip produced by Samsung Electronics Co., Ltd, and a peripheral circuit designed by ourselves. The multispectral image acquisition module of the node is constructed by combining a CMOS image sensor OV5640 with a mechanical filters switching device designed by ourselves. To transmit the images remotely, a third generation (3G) module is integrated into the node, which communicates through 3G wireless networks widely used in China. S3C6410 is a low cost chip, OV5640 as a CMOS sensor is much cheaper than CCD sensors, and the mechanical filters switching method is much cheaper than others, so the cost of the node is inexpensive. To ensure the stability and reliability of the node, the powerful embedded Linux operating system is employed as the software development platform. And based on this platform, a modular designing method is adopted to program the software system of the node, realizing the drive co

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期刊信息
  • 《农业工程学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术协会
  • 主办单位:中国农业工程学会
  • 主编:朱明
  • 地址:北京朝阳区麦子店街41号
  • 邮编:100125
  • 邮箱:tcsae@tcsae.org
  • 电话:010-59197076 59197077 59197078
  • 国际标准刊号:ISSN:1002-6819
  • 国内统一刊号:ISSN:11-2047/S
  • 邮发代号:18-57
  • 获奖情况:
  • 百种中国杰出学术期刊,中国精品科技期刊,中国科协精品科技期刊工程项目期刊,RCCSE中国权威学术期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,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),英国食品科技文摘,中国北大核心期刊(2000版)
  • 被引量:93231