AoI-Aware Uplink CR-NOMA Schemes in Satellite Internet of Things Networks

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2024-08-29 DOI:10.1109/TAES.2024.3451455
Yan Guo;Min Lin;Yiwen Liu;Huaicong Kong;Jun-Bo Wang;Jiangzhou Wang
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Abstract

This article investigates uplink transmission in satellite Internet of Things (IoTs) networks, where a low Earth orbit satellite having a uniform planar array provides services simultaneously for an Earth station (ES) and multiple IoT devices (IoTDs). Specifically, we use the statistical channel state information and propose two age of information (AoI)-aware uplink access schemes, namely, sleep threshold-based access (STA) and forcing update threshold-based access (FUTA), so that many IoTDs can share the same channel with the ES through cognitive-radio inspired nonorthogonal multiple access technology. By assuming that the satellite channels obey $\kappa - \mu$ shadowed distribution, we exploit the discrete-time Markov chain model and derive the average AoI closed-form expression to assess the information freshness of the proposed schemes. Simulation results are given to confirm the correctness of the theoretical analysis and the superiority of the schemes we have proposed. Moreover, it is shown that compared with the STA scheme, the FUTA can achieve better average AoI performance, and exhibits robustness against fluctuations in the transmission probability of IoTDs, enabling it to consistently maintain a lower average AoI.
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卫星物联网网络中的 AoI 感知上行链路 CR-NOMA 方案
本文研究了卫星物联网(IoT)网络中的上行链路传输,其中具有均匀平面阵列的近地轨道卫星同时为地面站(ES)和多个物联网设备(iotd)提供服务。具体而言,我们利用统计信道状态信息,提出了两种AoI感知的上行接入方案,即基于睡眠阈值的接入(STA)和基于强制更新阈值的接入(FUTA),通过认知无线电启发的非正交多址技术,使多个iotd能够与ES共享同一信道。假设卫星信道服从$\kappa - \mu$阴影分布,利用离散时间马尔可夫链模型,推导出平均AoI封闭表达式来评估所提方案的信息新鲜度。仿真结果验证了理论分析的正确性和所提方案的优越性。此外,与STA方案相比,FUTA方案可以获得更好的平均AoI性能,并且对iotd传输概率的波动具有鲁棒性,使其能够始终保持较低的平均AoI。
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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