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

被引:21
|
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
相关论文
共 50 条
  • [1] Efficient power allocation for NOMA-enabled IoT networks in 6G era
    Khan, Wali Ullah
    Jameel, Furqan
    Jamshed, Muhammad Ali
    Pervaiz, Haris
    Khan, Shafiullah
    Liu, Ju
    PHYSICAL COMMUNICATION, 2020, 39
  • [2] Joint optimization for secure ambient backscatter communication in NOMA-enabled IoT networks
    Wali Ullah Khan
    Furqan Jameel
    Asim Ihsan
    Omer Waqar
    Manzoor Ahmed
    Digital Communications and Networks, 2023, 9 (01) : 264 - 269
  • [3] Backscatter-Enabled NOMA for Future 6G Systems: A New Optimization Framework Under Imperfect SIC
    Khan, Wali Ullah
    Li, Xingwang
    Zeng, Ming
    Dobre, Octavia A.
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (05) : 1669 - 1672
  • [4] Joint optimization for secure ambient backscatter communication in NOMA-enabled IoT networks
    Khan, Wali Ullah
    Jameel, Furqan
    Ihsan, Asim
    Waqar, Omer
    Ahmed, Manzoor
    DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 9 (01) : 264 - 269
  • [5] Joint optimization of NOMA-enabled backscatter communications for beyond 5G IoT networks
    Khan, Wali Ullah
    Imtiaz, Nouman
    Ullah, Inam
    INTERNET TECHNOLOGY LETTERS, 2021, 4 (02)
  • [6] Optimizing Resource Allocation for 6G NOMA-Enabled Cooperative Vehicular Networks
    Ali, Zain
    Khan, Wali Ullah
    Ihsan, Asim
    Waqar, Omer
    Sidhu, Guftaar Ahmad Sardar
    Kumar, Neeraj
    IEEE OPEN JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 2 : 269 - 281
  • [7] Cooperative NOMA-Enabled SWIPT IoT Networks With Imperfect SIC: Performance Analysis and Deep Learning Evaluation
    Vu, Thai-Hoc
    Nguyen, Toan-Van
    Kim, Sunghwan
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (03) : 2253 - 2266
  • [8] Sum Rate Maximization for NOMA-Enabled Underlay Backscatter Communication Networks
    Thenua, Raj Kumar
    Gandhi, Abhay S.
    10TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTING AND COMMUNICATION TECHNOLOGIES, CONECCT 2024, 2024,
  • [9] Mobile User Pairing Scheme in NOMA-Enabled Backscatter Communication Networks
    Huang, Tingpei
    Guo, Shiyu
    Zhu, Hu
    Liu, Jianhang
    Li, Shibao
    2023 19TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING, MSN 2023, 2023, : 301 - 308
  • [10] NOMA-enabled backscatter communications: Toward battery-free IoT networks
    Jameel, Furqan
    Zeb, Shah
    Khan, Wali Ullah
    Hassan, Syed Ali
    Chang, Zheng
    Liu, Ju
    IEEE Internet of Things Magazine, 2020, 3 (04): : 95 - 101