Dynamic Power Splitting for SWIPT With Nonlinear Energy Harvesting in Ergodic Fading Channel

被引:14
作者
Kang, Jae-Mo [1 ]
Chun, Chang-Jae [2 ]
Kim, Il-Min [3 ]
Kim, Dong In [4 ]
机构
[1] Kyungpook Natl Univ, Dept Artificial Intelligence, Daegu 41566, South Korea
[2] Korea Electrotechnol Res Inst, Ind Applicat Res Div, Chang Won 51543, South Korea
[3] Queens Univ, Dept Elect & Comp Engn, Kingston, ON K7L 3N6, Canada
[4] Sungkyunkwan Univ, Dept Elect & Comp Engn, Suwon 16419, South Korea
基金
新加坡国家研究基金会; 加拿大自然科学与工程研究理事会;
关键词
Fading channels; Integrated circuit modeling; Radio frequency; Receivers; Transmitters; Energy harvesting; Complexity theory; Dynamic power splitting; nonlinear energy harvesting (EH); power allocation; rate-energy (R-E) tradeoff; simultaneous wireless information and power transfer (SWIPT); WAVE-FORM DESIGN; WIRELESS INFORMATION; RESOURCE-ALLOCATION; NETWORKS;
D O I
10.1109/JIOT.2020.2980328
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Simultaneous wireless information and power transfer (SWIPT) is very promising for various applications with the Internet of Things (IoT). In this article, we study dynamic power splitting for the SWIPT in an ergodic fading channel. Considering nonlinearity of practical energy harvesting (EH) circuits, we adopt the realistic nonlinear EH model rather than the idealistic linear EH model. To characterize the optimal rate-energy (R-E) tradeoff, we consider the problem of maximizing the R-E region, which is nonconvex. We solve this challenging problem for two different cases of the channel state information (CSI): 1) when the CSI is known only at the receiver (the CSIR case) and 2) when the CSI is known at both the transmitter and the receiver (the CSI case). For these two cases, we develop the corresponding optimal dynamic power-splitting schemes. To address the complexity issue, we also propose the suboptimal schemes with low complexities. Comparing the proposed schemes to the existing schemes, we provide various useful insights into the dynamic power splitting with nonlinear EH. Furthermore, we extend the analysis to the scenarios of the partial CSI at the transmitter and the harvested energy maximization. The numerical results demonstrate that the proposed schemes significantly outperform the existing schemes and the proposed suboptimal scheme works very close to the optimal scheme at a much lower complexity.
引用
收藏
页码:5648 / 5665
页数:18
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