Information-Energy Region of Mobile SWIPT Networks with Nonlinear EH Model

Ruihong Jiang, Ke Xiong, Pingyi Fan, Duohua Wang, Z. Zhong
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Abstract

This paper investigates the information-energy (I-E) region for simultaneous wireless information and power transfer (SWIPT) system in mobility scenarios, where a moving transmitter transmits information and energy to a power splitting (PS)-based receiver. An optimization problem is formulated to explore the system I-E region under the nonlinear energy harvesting (EH) model by jointly optimizing the transmit power at the transmitter and the PS ratio at the receiver. Since the problem is nonconvex, a successive convex approximate-based (SCA-based) algorithm is proposed, which is able to find the sub-optimal solution with low complexity. For comparison, the I-E region of the system under the linear model is also studied, where some closed and semi-closed solutions are derived by using Lagrange dual method and KKT conditions. Numerical results show that compared with the linear EH model, the nonlinear EH model yields a smaller I-E region due to the limitations of EH circuit features. Nevertheless, using the nonlinear EH model avoids the false achievable I-E region for practical mobile SWIPT systems. Besides, it shows that the higher moving speed yields the smaller I-E region. Moreover, with the increment of the required information amount, the harvested energy bias caused by the linear EH model decreases, but the bias ratio increases.
基于非线性EH模型的移动SWIPT网络的信息-能量区域
本文研究了移动场景下同步无线信息和电力传输(SWIPT)系统的信息-能量(I-E)区域,其中移动的发射机向基于功率分割(PS)的接收器传输信息和能量。通过联合优化发射机的发射功率和接收机的PS比,建立了非线性能量收集(EH)模型下系统I-E区域的优化问题。针对该问题的非凸性,提出了一种基于连续凸近似(sca)的算法,该算法能够以较低的复杂度找到次优解。为了比较,本文还研究了系统在线性模型下的I-E区域,利用拉格朗日对偶方法和KKT条件导出了该区域的一些闭解和半闭解。数值结果表明,与线性EH模型相比,由于EH电路特性的限制,非线性EH模型产生的I-E区域更小。然而,使用非线性EH模型避免了实际移动刷卡系统的假可达I-E区域。结果表明,运动速度越快,I-E区域越小。此外,随着所需信息量的增加,线性EH模型引起的能量收集偏置减小,但偏置比增大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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