Joint optimization of NOMA-enabled backscatter communications for beyond 5G IoT networks

被引:30
|
作者
Khan, Wali Ullah [1 ]
Imtiaz, Nouman [2 ]
Ullah, Inam [3 ]
机构
[1] Shandong Univ, Sch Informat Sci & Engn, 72 Binhai Rd, Qingdao 266237, Shandong, Peoples R China
[2] Shandong Univ, Sch Comp Sci & Technol, Qingdao, Peoples R China
[3] Hohai Univ, Coll Internet Things IoT Engn, Changzhou, Jiangsu, Peoples R China
关键词
B5G; backscatter communication; joint optimization; NOMA; sum capacity;
D O I
10.1002/itl2.265
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
This article optimizes the link-level of NOMA-enable backscatter communication (BackCom) for beyond fifth-generation (B5G) Internet-of-things (IoT) networks. Specifically, we jointly optimize the transmit-power (TP) of IoT users and the reflection-coefficient (RC) of the backscatter tag (BackTag), where the target is to increase the sum capacity (SumCap) of NOMA-enabled BackCom. The problem of TP and RC is formulated as convex optimization, and we exploit KKT conditions to obtain the optimal solutions. The pure NOMA without BackCom and conventional orthogonal multiple access (OMA) schemes are also presented as the benchmark schemes. Our results significantly outperform the pure NOMA and conventional OMA schemes.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Joint Spectrum and Energy Optimization of NOMA-Enabled Small-Cell Networks With QoS Guarantee
    Khan, Wali Ullah
    Jameel, Furqan
    Li, Xingwang
    Bilal, Muhammad
    Tsiftsis, Theodoros A.
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (08) : 8337 - 8342
  • [22] Sum Throughput Maximization Scheme for NOMA-Enabled D2D Groups Using Deep Reinforcement Learning in 5G and Beyond Networks
    Khan, Mohammad Aftab Alam
    Kaidi, Hazilah Mad
    Ahmad, Norulhusna
    Rehman, Masood Ur
    IEEE SENSORS JOURNAL, 2023, 23 (13) : 15046 - 15057
  • [23] Energy Efficiency Optimization of NOMA IoT Communication for 5G
    Xu, Jijin
    Liang, Zhen
    MOBILE NETWORKS & APPLICATIONS, 2022, 27 (03): : 862 - 873
  • [24] Maritime Communications in 5G and Beyond Networks
    Wei Feng
    Yunfei Chen
    Jing Li
    Yanmin Wang
    Tony Q.S.Quek
    China Communications, 2022, 19 (09) : 4 - 6
  • [25] Energy Efficiency Optimization of NOMA IoT Communication for 5G
    Jijin Xu
    Zhen Liang
    Mobile Networks and Applications, 2022, 27 : 862 - 873
  • [26] Massive IoT Access With NOMA in 5G Networks and Beyond Using Online Competitiveness and Learning
    Mlika, Zoubeir
    Cherkaoui, Soumaya
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (17): : 13624 - 13639
  • [27] Challenges and Features of IoT Communications in 5G Networks
    Yassein, Muneer Bani
    Aljawarneh, Shadi
    Al-Sadi, Aisha
    2017 INTERNATIONAL CONFERENCE ON ELECTRICAL AND COMPUTING TECHNOLOGIES AND APPLICATIONS (ICECTA), 2017, : 508 - 512
  • [28] Energy Efficiency Optimization for Hybrid NOMA based Beyond 5G Heterogeneous Networks
    Ghafoor, Umar
    Ali, Mudassar
    Khan, Humayun Zubair
    Siddiqui, Adil Masood
    Naeem, Muhammad
    Rashid, Imran
    2021 IEEE 94TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2021-FALL), 2021,
  • [29] Reconfigurable Intelligent Surface Assisted MEC Offloading in NOMA-Enabled IoT Networks
    Chen, Zhen
    Tang, Jie
    Wen, Miaowen
    Li, Zan
    Yang, Jun
    Zhang, Xiu Yin
    Wong, Kai-Kit
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (08) : 4896 - 4908
  • [30] Joint Optimization of BS Clustering and Power Control for NOMA-Enabled CoMP Transmission in Dense Cellular Networks
    Dai, Yanpeng
    Liu, Junyu
    Sheng, Min
    Cheng, Nan
    Shen, Xuemin
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (02) : 1924 - 1937