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认知物联网中继传感节点最小功耗布置方法研究

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物联网数据传输过程中,中继传感节点能量不足或者能量消耗过多将导致部分节点失效,降低物联网的使用寿命.为解决这一问题,提出认知物联网中继传感节点最小功耗布置方法.根据中继节点结构特征、有向加权图,建立数据传输功耗的数学模型;以最小功耗布置为目的,制定数据流向、通信容量、数据最大传输次数的约束条件,阻止中继节点逆向传输,使节点满足通信容量范围的同时,避免出现逐条传输数据的事件;引入贪婪算法布置中继传感节点,实现中继传感节点最小功耗布置.仿真结果表明,所提方法的中继传感节点布置最大功耗为17.58 J;在传感节点分布密度为370 个/m3 时,中继节点布置数量为 126 个;在 11.9 s内即可完成 150 个中继节点的布置.
Research on Minimum Power Consumption Placement Method of Relay Sensor Nodes in Cognitive Internet of Things
In the process of data transmission of the Internet of Things,insufficient energy or excessive energy consumption of relay sen-sor nodes will lead to failure of some nodes,reducing the service life of the Internet of Things.To solve this problem,a method of mini-mum power consumption placement of relay sensor nodes in the cognitive Internet of Things is proposed.According to the structure char-acteristics of relay nodes and the directed weighted graph,the mathematical model of data transmission power consumption is estab-lished.For the purpose of minimum power consumption layout,constraints on data flow direction,communication capacity,and maximum data transmission times are formulated to prevent reverse transmission of relay nodes,so that nodes can meet the communication capacity range and avoid data transmission events one by one.Greedy algorithm is introduced to deploy relay sensor nodes to achieve the mini-mum power consumption layout of relay sensor nodes.Simulation results show that the maximum power consumption of relay sensor node placement adopting the proposed method is 17.58 J.When the distribution density of sensor nodes is 370/m3,the number of relay nodes is 126,and 150 relay nodes can be arranged in 11.9 s.

sensor noderelay nodenode layoutcognitive internet of thingsminimum powerdata flow direction

周淦淼、陈平华

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广东交通职业技术学院 智慧交通学院,广东 广州 510650

广东工业大学 计算机学院,广东 广州 510006

传感节点 中继节点 节点布置 认知物联网 最小功率 数据流向

广东省科技计划项目

2016B030306002

2024

传感技术学报
东南大学 中国微米纳米技术学会

传感技术学报

CSTPCD北大核心
影响因子:1.276
ISSN:1004-1699
年,卷(期):2024.37(2)
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