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首页> 外文期刊>IEEE transactions on wireless communications >Delay-Aware Wireless Powered Communication Networks—Energy Balancing and Optimization
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Delay-Aware Wireless Powered Communication Networks—Energy Balancing and Optimization

机译:感知延迟的无线通信网络—能量平衡和优化

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摘要

In a wireless powered communication network, where user equipments (UEs) harvest radio frequency energy from an access point (AP) and send data to the AP, there exists the near-far problem with respect to energy harvesting efficiency due to UEs’ random locations. In this paper, we introduce the concept of delay-aware energy balancing by minimizing the average transmission delay while taking into account the issue of unbalanced harvested energy distribution. In particular, we propose an adaptive harvest-then-cooperate protocol, where every UE first harvests the energy emitted by the AP and then sends data to the AP directly or via other UEs acting as relays in a time-division multiplexing manner. In this protocol, the AP selects the combination of transmission power and routing topology by matching load and energy distributions in the network while minimizing the average transmission delay. Furthermore, we develop a method generating scheduling schemes for this protocol to avoid data overflow in the UE relay. To determine the combination with minimum delay, we approximate the average delay as a Markov decision process and propose a low-complexity sample path-based algorithm to obtain a near-optimal solution. Simulation results demonstrate that the proposed protocol is able to balance the energy distribution while minimizing the transmission delay.
机译:在无线通信网络中,用户设备(UE)从接入点(AP)收集射频能量并将数据发送到AP,由于UE的随机位置,在能量收集效率方面存在近距离问题。在本文中,我们通过最小化平均传输延迟来引入延迟感知能量平衡的概念,同时考虑到不平衡的收获能量分配问题。特别地,我们提出了一种自适应的收获-然后-合作协议,其中每个UE首先收获AP发出的能量,然后以时分复用的方式直接或经由充当中继的其他UE将数据发送到AP。在此协议中,AP通过匹配网络中的负载和能量分布,同时最小化平均传输延迟,来选择传输功率和路由拓扑的组合。此外,我们开发了一种为该协议生成调度方案的方法,以避免UE中继中的数据溢出。为了确定具有最小延迟的组合,我们将平均延迟近似为马尔可夫决策过程,并提出了一种基于低复杂度样本路径的算法来获得近似最优的解决方案。仿真结果表明,所提出的协议能够平衡能量分配,同时最大程度地减少传输延迟。

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