能量收集无线传感器网络的多商品流可靠性

Q3 Engineering Journal of Communications Pub Date : 2023-09-01 DOI:10.12720/jcm.18.9.571-580
John Penaflor, Mohammed Elmorsy
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引用次数: 0

摘要

-本文考虑了具有支持并发应用的多个接收器的能量收集无线传感器网络(EH-WSN)。每个应用程序都与一组传感器节点相关联,这些节点生成流量并将流量发送到关联的应用程序接收器。每个节点都可以将任何应用程序流量转发到应用程序接收器。此外,每个节点使用一个能量管理单元来根据其可用能量来控制节点可以中继的通信量。随着节点能级的波动,对网络满足不同应用的信息质量和服务需求的能力进行量化是至关重要的。因此,一个新的多商品流可靠性问题(称为MultiFlowRel)被形式化,以估计每个应用程序流量至少有一定数量被传递到相关应用程序接收器的可能性。证明了该问题是#P-hard的,并提出了一个迭代边界框架来推导精确可靠性解的下界。如果允许足够数量的迭代,所提出的框架计算出精确的可靠性解决方案。数值结果表明,该方法能在合理的运行时间内得到较好的下可靠界和精确解。此外,结果显示了使用所提出的框架解决一些有趣的网络设计问题的例子(例如,最佳接收器位置和适当的传输参数)。
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Multicommodity Flow Reliability for Energy Harvesting Wireless Sensor Networks
—This paper considers energy harvesting wireless sensor networks (EH-WSN) with multiple sinks supporting concurrent applications. Each application is associated with a set of sensor nodes that generate and send traffic to the associated application sink. Each node can relay any application traffic toward the application sink. In addition, each node uses an energy management unit to control the amount of traffic the node can relay based on its available energy. With the nodes’ energy levels fluctuations, it is essential to quantify the network's ability to fulfill the different applications’ quality of information and service requirements. Therefore, a novel multicommodity flow reliability problem (called MultiFlowRel ) is formalized to estimate the likelihood that at least a certain amount of each application traffic is delivered to the associated application sink. The proposed problem is proven to be #P-hard, and an iterative bounding framework is proposed for deriving lower bounds on the exact reliability solutions. The proposed framework compute’s exact reliability solutions if allowed a sufficient number of iterations. Numerical results show the effectiveness of using the proposed solution to obtain good lower reliability bounds and exact solutions in reasonable running times. Furthermore, the results show examples of the use of the proposed framework in solving some interesting network design problems (e.g. optimal sink locations and appropriate transmission parameters).
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来源期刊
Journal of Communications
Journal of Communications Engineering-Electrical and Electronic Engineering
CiteScore
3.40
自引率
0.00%
发文量
29
期刊介绍: JCM is a scholarly peer-reviewed international scientific journal published monthly, focusing on theories, systems, methods, algorithms and applications in communications. It provide a high profile, leading edge forum for academic researchers, industrial professionals, engineers, consultants, managers, educators and policy makers working in the field to contribute and disseminate innovative new work on communications. All papers will be blind reviewed and accepted papers will be published monthly which is available online (open access) and in printed version.
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