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Cost Minimization of Wireless Sensor Networks with Unlimited-lifetime Energy for Monitoring Oil Pipelines

机译:具有无限寿命能量的石油管道监控无线传感器网络的成本最小化

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摘要

Cyber-physical-system (CPS) has been widely used in both civil and military applications. Wireless sensor network (WSN) as the part and parcel of CPS faces energy problem because sensors are battery powered, which results in limited lifetime of the network.To address this energy problem,we take advantage of energy harvesting device (EHD) and study how to indefinitely prolong oil pipeline monitoring network lifetime by reasonable selecting EHD. Firstly, we propose a general strategy worst case-energy balance strategy (WC-EBS), which defines worst case energy consumption(WCEC)as the maximum energy sensor node could expend for oil pipeline monitoring WSN. When the energy collected by EHD is equal or greater than WCEC, network can have an unlimited lifetime. However, energy harvesting rate is proportional to the price of EHD, WC-EBS will cause high network cost. To reduce network cost, we present two optimization strategies, optimization workload-energy balance strategy(OW-EBS)and optimization first node-energy balance strategy (OF-EBS). The main idea of OW-EBS is to cut down WCEC by reducing critical node transmission workload; OF-EBS confirms critical node by optimizing each sensor node transmission range, then we get the optimal energy harvesting rate in OF-EBS.The experimental results demonstrate that OF-EBS can indefinitely extend network lifetime with lower cost than WC-EBS and OW-EBS, and energy harvesting rate P in each strategy satisfies P OF-EBS≤P OW-EBS≤P WC-EBS.
机译:网络物理系统(CPS)已广泛用于民用和军事应用。作为传感器的一部分,无线传感器网络(WSN)面临能源问题,因为传感器由电池供电,这导致网络寿命有限。为解决此能源问题,我们利用能量收集设备(EHD)并研究如何通过合理选择EHD来无限期延长石油管道监控网络的使用寿命。首先,我们提出了一种通用策略最坏情况-能量平衡策略(WC-EBS),该策略将最坏情况能耗(WCEC)定义为最大能量传感器节点可以花费在石油管道监控WSN上。当EHD收集的能量等于或大于WCEC时,网络可以有无限的寿命。但是,能量收集速率与EHD的价格成正比,WC-EBS会导致较高的网络成本。为了降低网络成本,我们提出了两种优化策略,即优化工作量-能量平衡策略(OW-EBS)和优化第一节点-能量平衡策略(OF-EBS)。 OW-EBS的主要思想是通过减少关键节点传输工作量来减少WCEC。 OF-EBS通过优化每个传感器节点的传输范围来确定关键节点,然后在OF-EBS中获得最佳的能量收集率。实验结果表明,OF-EBS可以无限期地延长网络寿命,而成本比WC-EBS和OW- EBS,每种策略中的能量收集率P满足POF-EBS≤POW-EBS≤PWC-EBS。

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  • 来源
    《自动化学报(英文版)》 |2015年第3期|290-295|共6页
  • 作者单位

    Northeastern University, Shenyang 110819, China;

    Technical University of Dortmund, Dortmund 44221,Germany;

    Northeastern University, Shenyang 110819, China;

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  • 正文语种 eng
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  • 入库时间 2022-08-19 04:00:37
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