Beam Management in Low Earth Orbit Satellite Communication With Handover Frequency Control and Satellite-Terrestrial Spectrum Sharing

IF 8.3 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Communications Pub Date : 2024-12-12 DOI:10.1109/TCOMM.2024.3516479
Jianfeng Zhu;Yaohua Sun;Mugen Peng
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Abstract

To achieve ubiquitous wireless connectivity, low earth orbit (LEO) satellite networks have drawn much attention. However, effective beam management is challenging due to time-varying cell load, high dynamic network topology, and complex interference situations. In this paper, under inter-satellite handover frequency and satellite-terrestrial/inter-beam interference constraints, we formulate a practical beam management problem, aiming to maximize the long-term service satisfaction of cells. Particularly, Lyapunov framework is leveraged to equivalently transform the primal problem into multiple single epoch optimization problems, where virtual queue stability constraints replace inter-satellite handover frequency constraints. Since each single epoch problem is NP-hard, we further decompose it into three subproblems, including inter-satellite handover decision, beam hopping design and satellite-terrestrial spectrum sharing. First, a proactive inter-satellite handover mechanism is developed to balance handover frequency and satellite loads. Subsequently, a beam hopping design algorithm is presented based on conflict graphs to achieve interference mitigation among beams, and then a flexible satellite-terrestrial spectrum sharing algorithm is designed to satisfy the demands of beam cells and improve spectral efficiency. Simulation results show that our proposal significantly improves service satisfaction compared with baselines, where the average data queue length of beam cells is reduced by over 20% with affordable handover frequency.
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基于切换频率控制和星地频谱共享的近地轨道卫星通信波束管理
为了实现无处不在的无线连接,低地球轨道卫星网络受到了广泛关注。然而,由于时变的单元负载、高动态网络拓扑和复杂的干扰情况,有效的波束管理具有挑战性。本文在星间切换频率和星地/波束间干扰约束下,以小区长期服务满意度最大化为目标,提出了一种实用的波束管理问题。特别地,利用Lyapunov框架将原始问题等效地转化为多个单历元优化问题,其中虚拟队列稳定性约束取代卫星间切换频率约束。由于每个单历元问题都是np困难的,我们进一步将其分解为三个子问题,包括星间切换决策、波束跳变设计和星地频谱共享。首先,提出了一种主动的星间切换机制,以平衡切换频率和卫星负载。在此基础上,提出了一种基于冲突图的波束跳变设计算法,实现波束间的干扰抑制;在此基础上,设计了一种灵活的星地频谱共享算法,满足波束小区的需求,提高频谱效率。仿真结果表明,与基线相比,我们的方案显著提高了服务满意度,在可承受的切换频率下,波束单元的平均数据队列长度减少了20%以上。
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来源期刊
IEEE Transactions on Communications
IEEE Transactions on Communications 工程技术-电信学
CiteScore
16.10
自引率
8.40%
发文量
528
审稿时长
4.1 months
期刊介绍: The IEEE Transactions on Communications is dedicated to publishing high-quality manuscripts that showcase advancements in the state-of-the-art of telecommunications. Our scope encompasses all aspects of telecommunications, including telephone, telegraphy, facsimile, and television, facilitated by electromagnetic propagation methods such as radio, wire, aerial, underground, coaxial, and submarine cables, as well as waveguides, communication satellites, and lasers. We cover telecommunications in various settings, including marine, aeronautical, space, and fixed station services, addressing topics such as repeaters, radio relaying, signal storage, regeneration, error detection and correction, multiplexing, carrier techniques, communication switching systems, data communications, and communication theory. Join us in advancing the field of telecommunications through groundbreaking research and innovation.
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