On the Comparison of Optimal NOMA and OMA in a Paradigm Shift of Emerging Technologies

被引:11
作者
Ghosh, Joydev [1 ]
Ra, In-Ho [2 ]
Singh, Saurabh [3 ]
Haci, Huseyin [4 ]
Al-Utaibi, Khaled A. [5 ]
Sait, Sadiq M. [6 ]
机构
[1] Tomsk Polytech Univ, Sch Comp Sci & Robot, Tomsk 634050, Russia
[2] Kunsan Natl Univ, Sch Comp Informat & Commun Engn, Gunsan 54150, South Korea
[3] Dongguk Univ, Dept Ind & Syst Engn, Seoul 04620, South Korea
[4] Near East Univ, Dept Elect & Elect Engn, TR-99138 Mersin, Turkey
[5] Univ Hail, Comp Sci & Software Engn Dept, Hail 53962, Saudi Arabia
[6] King Fahd Univ Petr & Minerals, Dept Comp Engn, Dhahran 31261, Saudi Arabia
基金
新加坡国家研究基金会;
关键词
NOMA; Optimization; Resource management; Interference; Closed-form solutions; Wireless sensor networks; Silicon carbide; Non-orthogonal multiple access (NOMA); orthogonal multiple access (OMA); orthogonal frequency division multiple access (OFDMA); multi-user sum rate; capacity; transmit power; spectral efficiency (SE); energy efficiency (EE); multi-objective weighted sum optimization; NONORTHOGONAL MULTIPLE-ACCESS; RESOURCE-ALLOCATION; ENERGY-EFFICIENT; POWER ALLOCATION; MASSIVE MIMO; NETWORKS; CHALLENGES; SCHEME;
D O I
10.1109/ACCESS.2022.3146349
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Non-orthogonal multiple access (NOMA) is a better multiple access technique than orthogonal multiple access (OMA), precisely orthogonal frequency division multiple access (OFDMA) scheme, at the conceptual level for fifth-generation (5G) networks and beyond 5G (B5G) networks. We investigate the potentials of the schemes by comparing the proposed NOMA scheme with the traditional cooperative communication NOMA (CCNOMA) scheme, rather than the comparison between NOMA and OMA only. To probe the effectiveness of NOMA as a multiple access technique, we propose a novel NOMA scheme considering two adjacent BSs with a special design of the transceiver architecture. The proposed scheme provides a reasonable data rate to both near user (NU) and far user (FU) without compromising the quality of service (QoS) to anyone of them. The conclusive analyses on the optimization framework of multi-user sum rate, capacity, transmit power, spectral efficiency (SE), and energy efficiency (EE) trade-off for NOMA and OFDMA schemes have been established to a succession of derivations. Under the analytical optimization framework, we also prove quite a few properties for them. Simulation results confirm the theoretical findings and show that the two schemes can efficiently approach the optimal power allocation, minimization of power consumption, and optimal SE-EE trade-off, and the proposed NOMA scheme provides comparatively better data sum rates than the baseline OMA scheme.
引用
收藏
页码:11616 / 11632
页数:17
相关论文
共 53 条
  • [1] Resource Allocation and HARQ Optimization for URLLC Traffic in 5G Wireless Networks
    Anand, Arjun
    de Veciana, Gustavo
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (11) : 2411 - 2421
  • [2] A Precoding-Based Multicarrier Non-Orthogonal Multiple Access Scheme for 5G Cellular Networks
    Baig, Imran
    [J]. IEEE ACCESS, 2017, 5 : 19233 - 19238
  • [3] Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale
    Bennis, Mehdi
    Debbah, Merouane
    Poor, H. Vincent
    [J]. PROCEEDINGS OF THE IEEE, 2018, 106 (10) : 1834 - 1853
  • [4] iRAF: A Deep Reinforcement Learning Approach for Collaborative Mobile Edge Computing IoT Networks
    Chen, Jienan
    Chen, Siyu
    Wang, Qi
    Cao, Bin
    Feng, Gang
    Hu, Jianhao
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (04): : 7011 - 7024
  • [5] Backscatter Cooperation in NOMA Communications Systems
    Chen, Weiyu
    Ding, Haiyang
    Wang, Shilian
    da Costa, Daniel Benevides
    Gong, Fengkui
    Juliano Nardelli, Pedro Henrique
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (06) : 3458 - 3474
  • [6] Random Access With Layered Preambles Based on NOMA for Two Different Types of Devices in MTC
    Choi, Jinho
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (02) : 871 - 881
  • [7] Joint Power and Time Allocation for NOMA-MEC Offloading
    Ding, Zhiguo
    Xu, Jie
    Dobre, Octavia A.
    Poor, H. Vincent
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (06) : 6207 - 6211
  • [8] Application of Non-Orthogonal Multiple Access in LTE and 5G Networks
    Ding, Zhiguo
    Liu, Yuanwei
    Choi, Jinho
    Sun, Qi
    Elkashlan, Maged
    I, Chih-Lin
    Poor, H. Vincent
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (02) : 185 - 191
  • [9] Cooperative Non-Orthogonal Multiple Access in 5G Systems
    Ding, Zhiguo
    Peng, Mugen
    Poor, H. Vincent
    [J]. IEEE COMMUNICATIONS LETTERS, 2015, 19 (08) : 1462 - 1465
  • [10] On the Performance of Non-Orthogonal Multiple Access in 5G Systems with Randomly Deployed Users
    Ding, Zhiguo
    Yang, Zheng
    Fan, Pingzhi
    Poor, H. Vincent
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2014, 21 (12) : 1501 - 1505