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
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