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基于光学成像模型的水下图像超分辨率重构
  • ISSN号:1006-2475
  • 期刊名称:《计算机与现代化》
  • 时间:0
  • 分类:TP393[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术] S24[农业科学—农业电气化与自动化;农业科学—农业工程]
  • 作者机构:[1]河海大学物联网工程学院,常州213022, [2]常州市传感网与环境感知重点实验室,常州213022
  • 相关基金:国家自然科学基金(61573128)
中文摘要:

由于无线传感网络节点的能量有限,如何有效地利用有限资源以及实现数据的有效传输,成为研究热点问题。针对农田区域广以及种植作物杂等环境特征,为延长农田无线传感器网络的生命周期,提高传感网的数据包投递率,构建了适用于农田信息采集的无线传感器网络架构,提出了一种混合式的分簇路由算法HCRA(hybrid clustering routing algorithm),研究了簇的形成、簇头竞选以及簇间路由过程,并对HCRA算法与低功耗自适应集簇分层型算法LEACH(low-energy adaptive clustering hierarchy),以及使用固定簇半径的混合节能分簇算法HEED(hybrid energy-efficient distributed clustering)进行了仿真试验。结果表明:在1 000次迭代周期下,采用HCRA算法的网络生存时间要比LEACH算法长约28%,比HEED算法长约12%;采用HCRA算法的数据包投递率要比LEACH算法高约34个百分点,比HEED算法高约16个百分点。该研究可为农田环境信息采集自动化监测系统提供参考。

英文摘要:

As the wireless sensor network node's energy is limited,how to effectively use the limited resources and the effective transmission of data becomes a hot topic.In order to extend the life cycle of farmland wireless sensor network and improve the packet delivery rate of sensor network,a wireless sensor network suitable for farmland information collection was constructed,and a hybrid clustering routing algorithm(HCRA) was proposed in this paper.Two classical algorithms,LEACH(low-energy adaptive clustering hierarchy) and HEED(hybrid energy-efficient distributed clustering),were evaluated for their merit to extend life cycle of wireless sensors.In the LEACH algorithm,all cluster head nodes communicate directly with the sink nodes,so that energy consumption of the cluster head node far from the sink node was serious,and cannot guarantee the cluster head evenly distributed,which could make some cluster head nodes' energy consumption too large,affecting the network life cycle.The HEED algorithm,on the other hand,used the cluster head to communicate directly with the sink node,which consumed a lot of energy.Because the farmland information collection range was large,those two algorithms were not fully applicable to the wireless sensor network information gathering in farmland environment.Based on this evaluation and the principle of the HEED algorithm,we proposed a hybrid clustering routing algorithm(HCRA) for farmland information collection.In the proposed algorithm,the network model and the energy consumption models were described separately.In the network model,the monitoring area of the sensor network was abstracted as a circle area.Each node in the network had its own unique ID,and the location was not changed after the deployment was completed.All nodes were distributed evenly in the area.In the energy consumption model,the energy consumption of the wireless sensor network increased with the increase of the distance between the transmitting node and the receiving node,regardless of the power dis

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期刊信息
  • 《计算机与现代化》
  • 中国科技核心期刊
  • 主管单位:江西省科学技术厅
  • 主办单位:江西省计算机学会 江西省计算技术研究所
  • 主编:刘波平
  • 地址:南昌市西湖区井冈山大道1416号8楼
  • 邮编:330003
  • 邮箱:jgsdd@163.com
  • 电话:0791-86490996
  • 国际标准刊号:ISSN:1006-2475
  • 国内统一刊号:ISSN:36-1137/TP
  • 邮发代号:44-121
  • 获奖情况:
  • 中国科技核心期刊 中国科技论文统计源期刊 江西省...
  • 国内外数据库收录:
  • 波兰哥白尼索引,中国中国科技核心期刊
  • 被引量:14808