Grant Free Age-Optimal Random Access Protocol for Satellite-Based Internet of Things

被引:18
|
作者
Yang, Tao [1 ,2 ]
Jiao, Jian [1 ,2 ]
Wu, Shaohua [1 ,2 ]
Lu, Rongxing [3 ]
Zhang, Qinyu [1 ,2 ]
机构
[1] Harbin Inst Technol Shenzhen, Commun Engn Res Ctr, Shenzhen 518055, Guangdong, Peoples R China
[2] Peng Cheng Lab, Shenzhen 518055, Peoples R China
[3] Univ New Brunswick, Fac Comp Sci, Fredericton, NB E3B 5A3, Canada
关键词
High-temperature superconductors; Access protocols; Throughput; Internet of Things; Satellites; Low earth orbit satellites; Scattering; Satellite-based Internet of Things; grant free random access; age of information; Markov analysis; status update; USER ACTIVITY DETECTION; SLOTTED ALOHA; INTEGRATED NETWORK; CHANNEL ESTIMATION; 5G; INFORMATION; DESIGN; SCHEME;
D O I
10.1109/TCOMM.2022.3171450
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
In satellite-based Internet of Things (S-IoT) system, the timely status updating of terrestrial sensing user equipments (UEs) to satellite could be hampered by the long propagation delay, especially in massive machine type communications (mMTC). To guarantee the information freshness in S-IoT, a new performance indicator called age of information (AoI) is exploited to analyze the average AoI (AAoI) in the overload case of mMTC, and a grant free age-optimal (GFAO) random access protocol is proposed to lower the AAoI. Specifically, the closed-form expression of AAoI is derived by tracing the instantaneous AoI evolution of each UE through Markov analysis. Then, the proposed GFAO random access protocol is proved to achieve a minimum AAoI and a maximum throughput in S-IoT, by adjusting the number of access time slots in each transmission frame in the overload case of mMTC. Extensive simulations are conducted to validate the theoretical analysis, and show that there exists different optimal value of access time slots in system load region from 0.2 to 3, which can minimize AAoI and maximize throughput in the proposed GFAO random access protocol.
引用
收藏
页码:3947 / 3961
页数:15
相关论文
共 50 条
  • [1] Age-Optimal NC-HARQ Protocol for Multi-hop Satellite-based Internet of Things
    Liu, Shiqi
    Jiao, Jian
    Ni, Zilin
    Wu, Shaohua
    Zhang, Qinyu
    2021 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2021,
  • [2] Age-Optimal Network Coding HARQ Scheme for Satellite-Based Internet of Things
    Ding, Jing
    Jiao, Jian
    Huang, Jianhao
    Wu, Shaohua
    Lu, Rongxing
    Zhang, Qinyu
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (21) : 21984 - 21998
  • [3] Early Collision Detection for Massive Random Access in Satellite-Based Internet of Things
    Zhen, Li
    Zhang, Yukun
    Yu, Keping
    Kumar, Neeraj
    Barnawi, Ahmed
    Xie, Yongbin
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (05) : 5184 - 5189
  • [4] AoTP: An Age-Optimal Transport Protocol for Satellite-Integrated Internet
    Liu, Hao
    Jiao, Jian
    Huang, Jianhao
    Yang, Tao
    Wang, Ye
    Zhang, Qinyu
    2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA, ICCC, 2024,
  • [5] Asynchronous Flipped Grant-Free SCMA for Satellite-Based Internet of Things Communication Networks
    Li, Pengxu
    Cui, Gaofeng
    Wang, Weidong
    APPLIED SCIENCES-BASEL, 2019, 9 (02):
  • [6] Age-Optimal Service and Decision Processes in Internet of Things
    Bao, Zhiwei
    Dong, Yunquan
    Chen, Zhengchuan
    Fan, Pingyi
    Ben Letaief, Khaled
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (04) : 2826 - 2841
  • [7] Age-Optimal Downlink NOMA Resource Allocation for Satellite-Based IoT Network
    Jiao, Jian
    Hong, Hui
    Wang, Ye
    Wu, Shaohua
    Lu, Rongxing
    Zhang, Qinyu
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (09) : 11575 - 11589
  • [8] Exploiting Tensor-Based Bayesian Learning for Massive Grant-Free Random Access in LEO Satellite Internet of Things
    Ying, Ming
    Chen, Xiaoming
    Shao, Xiaodan
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (02) : 1141 - 1152
  • [9] Grant-Free Code-Domain Random Access for Massive Access in Internet of Things
    Rao, Zhigang
    Jiao, Jian
    Wu, Shaohua
    Lu, Rongxing
    Zhang, Qinyu
    IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), 2022, : 4492 - 4497
  • [10] Provably secure optimal homomorphic signcryption for satellite-based internet of things
    Farrea, Kerry Anne
    Baig, Zubair
    Doss, Robin Ram Mohan
    Liu, Dongxi
    COMPUTER NETWORKS, 2024, 250