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

机译:非线性EH模型的移动SWIPT网络的信息能量区域

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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.
机译:本文研究了在移动场景中同时进行无线信息和功率传输(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配(PS)的接收机发送信息和能量。通过共同优化发射器的发射功率和接收器的PS比,提出了一个优化问题来探索非线性能量收集(EH)模型下的系统I-E区域。由于问题是非凸的,因此提出了一种基于连续凸近似算法(SCA的),该算法能够找到低复杂度的次优解。为了进行比较,还研究了线性模型下系统的I-E区域,其中使用Lagrange对偶方法和KKT条件导出了一些封闭和半封闭解。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。但是,对于实际的移动SWIPT系统,使用非线性EH模型可以避免错误获得的I-E区域。此外,它表明较高的移动速度会产生较小的I-E区域。此外,随着所需信息量的增加,由线性EH模型引起的收集的能量偏差减小,但是偏差比增大。

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