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The Study of Cross-layer Optimization for Wireless Rechargeable Sensor Networks Implemented in Coal Mines

机译:煤矿无线充电式传感器网络跨层优化研究

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摘要

Wireless sensor networks deployed in coal mines could help companies provide workers working in coal mines with more qualified working conditions. With the underground information collected by sensor nodes at hand, the underground working conditions could be evaluated more precisely. However, sensor nodes may tend to malfunction due to their limited energy supply. In this paper, we study the cross-layer optimization problem for wireless rechargeable sensor networks implemented in coal mines, of which the energy could be replenished through the newly-brewed wireless energy transfer technique. The main results of this article are two-fold: firstly, we obtain the optimal relay nodes’ placement according to the minimum overall energy consumption criterion through the Lagrange dual problem and KKT conditions; secondly, the optimal strategies for recharging locomotives and wireless sensor networks are acquired by solving a cross-layer optimization problem. The cyclic nature of these strategies is also manifested through simulations in this paper.
机译:部署在煤矿中的无线传感器网络可以帮助公司为在煤矿工作的工人提供更合格的工作条件。利用传感器节点收集的地下信息,可以更精确地评​​估地下工作条件。但是,传感器节点可能由于其有限的能量供应而出现故障。在本文中,我们研究了在煤矿中实现的无线可充电传感器网络的跨层优化问题,其中可以通过新开发的无线能量传输技术来补充能量。本文的主要结果有两个方面:首先,通过拉格朗日对偶问题和KKT条件,根据最小总体能耗准则获得最优中继节点的位置;其次,通过解决跨层优化问题,获得了对机车和无线传感器网络进行充电的最优策略。这些策略的循环性质也通过本文的仿真得以体现。

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