Backscatter Sensors Communication for 6G Low-Powered NOMA-Enabled IoT Networks Under Imperfect SIC

被引:23
作者
Ahmed, Manzoor [1 ]
Khan, Wali Ullah [2 ]
Ihsan, Asim [3 ]
Li, Xingwang [4 ]
Li, Jianbo [1 ]
Tsiftsis, Theodoros A. [5 ,6 ]
机构
[1] Qingdao Univ, Coll Comp Sci & Technol, Qingdao 266071, Peoples R China
[2] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust SnT, L-1855 Luxembourg, Luxembourg
[3] Bangor Univ, Sch Comp Sci & Elect Engn, Bangor LL57 1UT, Gwynedd, Wales
[4] Henan Polytech Univ, Sch Phys & Elect Informat Engn, Jiaozuo 454099, Henan, Peoples R China
[5] Jinan Univ, Sch Intelligent Syst Sci & Engn, Zhuhai 519070, Peoples R China
[6] Univ Thessaly, Dept Informat & Telecommun, Lamia 35131, Greece
来源
IEEE SYSTEMS JOURNAL | 2022年 / 16卷 / 04期
关键词
Internet of Things; NOMA; Sensors; Backscatter; Symbiosis; Decoding; Resource management; Backscatter communication (BC); energy effi-ciency; Internet of Things (IoT); nonorthogonal multiple access (NOMA); sixth-generation (6G); OUTAGE PERFORMANCE; EFFICIENCY; SYSTEMS; ACCESS;
D O I
10.1109/JSYST.2022.3194705
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The combination of nonorthogonal multiple access (NOMA) using power-domain with backscatter communication (BC) is expected to connect large-scale Internet of things (IoT) devices in the future sixth-generation era. This article introduces a BC in a multicell IoT network, where a source in each cell transmits a superimposed signal to its associated IoT devices using NOMA. The backscatter sensor tag (BST) also transmits data to IoT devices by reflecting and modulating the superimposed signal of the source. A new optimization framework is provided that simultaneously optimizes the total power of each source, power allocation coefficient of IoT devices, and RC of BST under imperfect successive interference cancellation decoding. This work aims to maximize the total energy efficiency (EE) of the IoT network subject to the quality of services of each IoT device. The problem is first transformed using the Dinkelbach method and then decoupled into two subproblems. The Karush-Kuhn-Tucker conditions and dual Lagrangian method are employed to obtain efficient solutions. In addition, we also calculate the EE of the conventional NOMA network without BC as a benchmark framework. Simulation results unveil the advantage of our considered NOMA BC network over the conventional NOMA network in terms of system total EE.
引用
收藏
页码:5883 / 5893
页数:11
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