Nonorthogonal Multiple Access for Wireless-Powered IoT Networks

被引:16
|
作者
Liu, Yong [1 ,2 ]
Chen, Xuehan [1 ,3 ]
Cai, Lin X. [1 ]
Chen, Qingchun [4 ]
Zhang, Ran [5 ]
机构
[1] IIT, Dept Elect & Comp Engn, Chicago, IL 60616 USA
[2] South China Normal Univ, Sch Phys & Telecommun Engn, Guangzhou 510026, Peoples R China
[3] Cent South Univ, Sch Comp Sci & Engn, Changsha 410075, Peoples R China
[4] Guangzhou Univ, Dept Elect & Commun Engn, Guangzhou 510006, Peoples R China
[5] Miami Univ, Dept Elect & Comp Engn, Oxford, OH 45056 USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Wireless communication; NOMA; Throughput; Resource management; Interference; Energy exchange; Data communication; Max– min fairness; nonorthogonal multiple access (NOMA); order statistics; wireless-powered Internet of Things (IoT); OPTIMAL RESOURCE-ALLOCATION; COMMUNICATION-NETWORKS; MINIMUM RATE; INTERNET; MAXIMIZATION; FAIRNESS; INFORMATION; THROUGHPUT; CHALLENGES; TIME;
D O I
10.1109/JIOT.2020.2995798
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, we exploit nonorthogonal multiple access (NOMA) for simultaneous energy and information transfer in a wireless-powered Internet-of-Things (IoT) network. As double near-far problem causes severe unfairness, we propose a fairness-aware NOMA-based scheduling scheme to enhance the max-min fairness. Specifically, according to the channel conditions, we divide IoT devices into the interference and noninterference groups with relatively good and poor channel qualities, respectively. Energy transfer is concurrently scheduled with data transmissions of devices with good channels. Thus, devices can harvest more energy to achieve higher rates at the cost of reduced rates of devices with good channels due to the interfering energy signals. We then apply order statistics to theoretically analyze the achievable rates of ordered devices. Based on the analysis, devices are optimally categorized into the interference and noninterference groups to achieve the max-min fairness, i.e., the minimum rate of devices in both groups is maximized. An adaptive power allocation algorithm is also proposed to further improve the network fairness when the transmission power of the energy transmitter is controllable. Throughput-aware NOMA-based scheduling is also presented and compared with the fairness-aware NOMA-based scheduling to illustrate the performance tradeoff between the throughput and fairness. The simulation results validate that the proposed NOMA-based scheduling schemes significantly improve the fairness and throughput performance of wireless-powered IoT networks, compared with the existing solutions.
引用
收藏
页码:112 / 128
页数:17
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