Two-Step Random Access With Message Replication for Low-Earth Orbit Satellite Networks

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2025-01-27 DOI:10.1109/LWC.2025.3535231
Taehoon Kim;Seong Ho Chae;Inkyu Bang
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Abstract

Low-earth orbit (LEO) satellite networks have attracted great attention, and it is utmost important to reduce signalings during the entire communications to support low-latency services with LEO satellite networks. To this end, this letter newly proposes an enhanced two-step random access (2sRA) with message replication (MR) technique to particularly improve the satellite access performance. Key feature is to allow each device to transmit multiple replicas of the original message during the 2sRA, which enables each device to significantly improve the probability that the 2sRA is successfully completed without converting to the time-consuming 4-step RA (4sRA). We mathematically analyze the performance of our proposed scheme in terms of the 2sRA success probability and the probability of falling back to the 4sRA, and formulate an optimization problem to find the optimal number of message replications which can minimize fallback probability. Through simulations, we validate the effectiveness of our proposed scheme to resolve the collision problem, and verify the occurrence of transitions to the 4sRA can be significantly reduced under the optimal parameter setting.
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低地球轨道卫星网络的两步随机访问与消息复制
近地轨道卫星网络受到了广泛的关注,在整个通信过程中减少信号是支持近地轨道卫星网络低延迟业务的关键。为此,本文提出了一种带有消息复制(MR)技术的增强型两步随机接入(2sRA),以特别提高卫星接入性能。关键特性是允许每个设备在2sRA期间传输原始消息的多个副本,这使得每个设备能够显著提高成功完成2sRA的概率,而无需转换为耗时的4步RA (4sRA)。从2sRA的成功概率和回退到4sRA的概率两方面对所提出方案的性能进行了数学分析,并提出了一个优化问题,以找到能够最小化回退概率的最优消息复制数。通过仿真,验证了所提方案解决碰撞问题的有效性,并验证了在最优参数设置下,向4sRA过渡的发生可以显著减少。
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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