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Optimal Energy Efficiency Fairness of Nodes in Wireless Powered Communication Networks

机译:无线通信网络中节点的最佳能效公平性

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摘要

In wireless powered communication networks (WPCNs), it is essential to research energy efficiency fairness in order to evaluate the balance of nodes for receiving information and harvesting energy. In this paper, we propose an efficient iterative algorithm for optimal energy efficiency proportional fairness in WPCN. The main idea is to use stochastic geometry to derive the mean proportionally fairness utility function with respect to user association probability and receive threshold. Subsequently, we prove that the relaxed proportionally fairness utility function is a concave function for user association probability and receive threshold, respectively. At the same time, a sub-optimal algorithm by exploiting alternating optimization approach is proposed. Through numerical simulations, we demonstrate that our sub-optimal algorithm can obtain a result close to optimal energy efficiency proportional fairness with significant reduction of computational complexity.
机译:在无线通信网络(WPCN)中,至关重要的是研究能效公平性,以评估用于接收信息和收集能量的节点的平衡。在本文中,我们为WPCN中的最佳能效比例公平性提出了一种有效的迭代算法。主要思想是使用随机几何来得出关于用户关联概率和接收阈值的平均比例公平效用函数。随后,我们证明了松弛比例公平效用函数分别是针对用户关联概率和接收阈值的凹函数。同时,提出了一种利用交替优化方法的次优算法。通过数值模拟,我们证明了我们的次优算法可以获得与最佳能效比例公平性相近的结果,并且显着降低了计算复杂度。

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