基于机会网络的牧场物联网数据传输方法
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

基金项目:

国家自然科学基金项目(31671571)和“十二五”国家科技支撑计划项目(2015BAK04B01)


Data Transmission Method of Pasture Internet of Things Based on Opportunistic Network
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    智能化畜牧业管理需要对牧场中牲畜的行为进行检测以及对牲畜的运动路径、位置等信息进行采集,利用牧场物联网系统可以实现对上述信息的获取。基于无线传感器网络的系统架构能够满足各个采样节点间的通信需求,但是由于牧场所处的地理位置一般比较偏远,网络环境复杂,与互联网连接时经常出现连接中断、丢包等问题。采用传统的网络连接方式可能导致数据大量丢失,为了减少在与互联网连接中断时采样数据的丢失,提出了一种基于机会网络的牧场物联网数据传输方案,分析了在牧场环境中传感器之间的通信状态,总结出传感器之间通信的3种方式,分别予以建模分析。在传感器有限存储容量的前提下,利用机会网络的原理,提出接入点密度的计算方法,并总结了牲畜运动速度、传感器节点存储容量与数据传输丢包率之间的内在联系,从而保证了系统数据丢失在设计允许的范围内。通过评估和验证所提方法理论结果的实验,证明了方法的正确性。

    Abstract:

    Behavior of livestock in a pasture needs to be detected, and motion path and location information of livestock need to be collected in the intelligent pasture management, the acquisition of the above information can be realized by using the pasture Internet of things. The system architecture based on wireless sensor network can meet the communication requirements between different sampling nodes. However, because the location of a pasture is generally remote and network environment is complex, interruption and packet loss often appear in the connection with Internet. Using the traditional network connection mode can lead to a large number of data loss. In order to reduce the loss of sampled data in connection with Internet, a data transmission scheme based on opportunistic network is presented. Moreover, the communication status of sensors in a pasture environment is analyzed and three communication ways between sensors are summed up, which are modeled and analyzed respectively. Under the premise of the sensor limited storage capacity, the calculation method of accessing point density is put forward by using the principle of opportunistic network, and the relationship between livestock movement speed, sensor node storage capacity and data transmission loss rate is summarized, so as to ensure the system data loss in the design to allow for the range. Finally, an experimental evaluation and validation of the theoretical results of the method is given to prove the correctness of this program.

    参考文献
    相似文献
    引证文献
引用本文

邓雪峰,孙瑞志,杨华,聂娟,王文狄.基于机会网络的牧场物联网数据传输方法[J].农业机械学报,2017,48(2):208-214.

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2016-02-04
  • 最后修改日期:2017-02-10
  • 录用日期:
  • 在线发布日期: 2017-02-10
  • 出版日期: