MIMO-NOMA-Aided Healthcare IoT Networking: Automated Massive Connectivity Protocol

被引:0
|
作者
Bing, Li [1 ]
Gu, Yating [1 ]
Hu, Lanke [1 ]
Yin, Yue [2 ]
Wang, Jue [3 ,4 ]
机构
[1] Northwestern Polytech Univ, Dept Software Engn, Xian 710072, Peoples R China
[2] Northwestern Polytech Univ, Dept Microelect, Xian 710072, Peoples R China
[3] China Elect Technol Grp Corp, Res Inst 20, Xian 710068, Peoples R China
[4] Xidian Univ, Dept Telecommun, Xian 710071, Peoples R China
基金
中国国家自然科学基金;
关键词
Continuous phase modulation; interference cancellation; Internet of Things; nonorthogonal multiple access; multi-antenna; random access; network automation; LATENCY WIRELESS COMMUNICATION; MULTIPLE-ACCESS; INTERNET; SYSTEMS;
D O I
10.1109/TCE.2023.3340322
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper addresses the design of multiple access protocol for healthcare Internet of things (HIoT) networking, where devices are massively deployed to facilitate ubiquitous service provision. While non-orthogonal multiple access (NOMA) has been considered a major breakthrough for next generation smart healthcare network and beyond, automated random access enabled massive connectivity remains a challenge. To this end, automated massive connectivity protocol is developed, where multiple devices compete for a power level to gain access whenever needed. The power level is selected randomly from a predetermined set derived using large dimensional analysis presuming user-load $K$ significantly outnumbers the antennas equipped at access point (AP). As a contention-based random access protocol, the contention is resolved using ALOHA protocol. Moreover, simple forward error corrections (FECs) are introduced to enable massive connectivity in finite blocklength regime as well as to mitigate severe interference. In contrast to existing multiple-input multiple-output NOMA (MIMO-NOMA), the proposed scheme avoids spectral efficiency penalty due to preamble and the potentially long latency due to infinite blocklength as a result of density evolution method. The simulated results demonstrate that quality of service (QoS) in terms of enhanced random access, improved spectral efficiency and reduced power consumption, which justify the proposed MIMO-NOMA design evidently.
引用
收藏
页码:697 / 708
页数:12
相关论文
共 47 条
  • [31] Achievable Rate Analysis for RIS-Aided Massive MIMO NOMA Systems With Statistical Composite Channel Knowledge
    Jayasinghe M.A.
    Gunasinghe D.H.
    Baduge G.A.
    IEEE Transactions on Vehicular Technology, 2024, 73 (10) : 1 - 16
  • [32] Slotted Aloha-NOMA with MIMO Beamforming for Massive M2M Communication in IoT Networks
    Elkourdi, Mohamed
    Mazin, Asim
    Gitlin, Richard D.
    2018 IEEE 88TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2018,
  • [33] Fast Signal Reconstruction Based on Compressed Sensing in NOMA-Aided Cell-Free Massive MIMO
    Wang, Wenyuan
    Wang, Chaowei
    Pang, Mingliang
    Wang, Weidong
    Jiang, Fan
    2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), 2022, : 1582 - 1587
  • [34] Socially Aware Joint Resource Allocation and Computation Offloading in NOMA-Aided Energy-Harvesting Massive IoT
    Pei, Xinyue
    Duan, Wei
    Wen, Miaowen
    Wu, Yik-Chung
    Yu, Hua
    Monteiro, Valdemar
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (07): : 5240 - 5249
  • [35] Managing Self-Interference Cancellation and IoT Connectivity in Full-Duplex Massive MIMO Networks
    Sultan, Radwa
    Shamseldeen, Ahmed
    2021 IEEE CONFERENCE ON STANDARDS FOR COMMUNICATIONS AND NETWORKING (IEEE CSCN), 2021,
  • [36] Flex-NOMA: Exploiting Buffer-Aided Relay Selection for Massive Connectivity in the 5G Uplink
    Nomikos, Nikolaos
    Michailidis, Emmanouel T.
    Trakadas, Panagiotis
    Vouyioukas, Demosthenes
    Zahariadis, Theodore
    Krikidis, Ioannis
    IEEE ACCESS, 2019, 7 : 88743 - 88755
  • [37] Achievable Rate Characterization of NOMA-Aided Cell-Free Massive MIMO With Imperfect Successive Interference Cancellation
    Kusaladharma, Sachitha
    Zhu, Wei-Ping
    Ajib, Wessam
    Baduge, Gayan Amarasuriya Aruma
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2021, 69 (05) : 3054 - 3066
  • [38] Performance Analysis of NOMA-Enabled Active RIS-Aided MIMO Heterogeneous IoT Networks With Integrated Sensing and Communication
    Parihar, Abhinav Singh
    Singh, Keshav
    Bhatia, Vimal
    Li, Chih-Peng
    Duong, Trung Q.
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (17): : 28137 - 28152
  • [39] Mean Field-based Dynamic Backoff Optimization for MIMO-enabled Grant-Free NOMA in Massive IoT Networks
    Wang, Haibo
    Gao, Hongwei
    Jiang, Pai
    De Mari, Matthieu
    Gu, Panzer
    Liu, Yinsheng
    arXiv,
  • [40] Multi-Timescale Multi-Dimension Resource Allocation for NOMA-Edge Computing-Based Power IoT With Massive Connectivity
    Yu, Haijun
    Zhou, Zhenyu
    Jia, Zehan
    Zhao, Xiongwen
    Zhang, Lei
    Wang, Xiaoyan
    IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2021, 5 (03): : 1101 - 1113