Distributed IoT Communications With LEO Satellites: QoS Performance and Terminal Attempt Rate Schemes

被引:0
作者
Gopalam, Swaroop [1 ]
Kudathanthirige, Dhanushka [1 ]
Collings, Iain B. [1 ]
Hanly, Stephen V. [1 ]
Inaltekin, Hazer [1 ]
Whiting, Philip [1 ]
机构
[1] Macquarie Univ, Sch Engn, Sydney, NSW 2113, Australia
来源
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY | 2024年 / 5卷
基金
澳大利亚研究理事会;
关键词
Satellites; Interference cancellation; Low earth orbit satellites; Quality of service; Minimax techniques; Nonhomogeneous media; Sensors; Internet of Things; Uplink; Optimization; LEO satellite communications; direct-to-satellite IoT; massive access; many-access channel; grant free random access; multi-user interference cancellation; RANDOM-ACCESS; INTERNET; CHALLENGES;
D O I
10.1109/OJCOMS.2024.3496934
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
Low Earth Orbit (LEO) satellites are increasingly being used to provide connectivity for wide area Internet of Things (IoT) sensing applications. Distributed IoT terminals are not able to coordinate their uplink transmissions to the nano-satellites, and so operate in a grant-free mode. Quality-of-Service (QoS) depends on the transmission attempt success statistics, which are time-varying. This paper presents asymptotic analysis results that characterize the IoT terminal's transmission success process. We show that it converges to an inhomogeneous Poisson process, in the large population regime, and characterize the time-dependent intensity as a function of the terminal location and the attempt rate scheme. We also propose three terminal attempt rate schemes that are solutions to max-min optimization problems. The performance of the proposed schemes are compared in terms of individual terminal QoS as well as the population-wide QoS distribution. Performance for various IoT applications is also presented.
引用
收藏
页码:7400 / 7418
页数:19
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