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MMSE-based transmission method for wireless powered communication networks

机译:基于MMSE的无线通信网络传输方法

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摘要

In this study, the authors consider the user rate optimisation for wireless powered communication networks (WPCNs). To improve the user rate, a novel minimum mean square error (MMSE)-based transmission method is proposed for WPCNs. For maximising the user rate, a user rate optimisation problem with MMSE constraints in the uplink transmission is formulated, which is considered as a convex optimisation problem. Considering the uplink power allocation, downlink energy beamforming, and the time ratio between uplink and downlink durations, a novel Newton iterative algorithm is proposed to obtain the optimal solution of the optimisation problem. Furthermore, the computational complexity of the MMSE-based method is illustrated by theoretical analysis. Simulation results show that the MMSE-based method can effectively improve the user rate compared to the zero-forcing suboptimal method and time division multiple access-energy harvesting method. Moreover, simulation results also show that the experimental runtime tends to coincide with the theoretical runtime in the MMSE-based method.
机译:在本研究中,作者考虑了无线供电通信网络(WPCN)的用户速率优化。为了提高用户速率,为WPCN提出了一种新的最小均方误差(MMSE)的基于传输方法。为了使用户速率最大化,配制了上行链路传输中的MMSE约束的用户速率优化问题,其被认为是凸优化问题。考虑上行链路功率分配,下行链路能量波束成形和上行链路和下行链路持续时间之间的时间比,提出了一种新的牛顿迭代算法来获得优化问题的最佳解决方案。此外,通过理论分析说明了基于MMSE的方法的计算复杂性。仿真结果表明,与零强制次优方法和时分多址 - 能量收集方法相比,基于MMSE的方法可以有效地提高用户速率。此外,仿真结果还表明,实验运行时间趋于与基于MMSE的方法中的理论运行时间一致。

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