优化多波束LEO卫星网络的波束尺寸:寻址波束间干扰、多普勒频移和频率复用

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE
Kithmini Weththasinghe;Quynh Tu Ngo;Ying He;Beeshanga Jayawickrama
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引用次数: 0

摘要

低地球轨道(LEO)卫星通过提供更大的覆盖范围和改进的通信能力,为增强6G连接提供了强大而有前途的解决方案。在多波束LEO卫星系统中,点波束的大小对影响LEO用户所经历的干扰和剩余多普勒频移起着至关重要的作用,从而显著影响整个网络的性能。本文通过解决实际LEO部署中的关键挑战,如多普勒频移、波束间干扰和各种频率复用方案,重点研究了多波束LEO系统中的点波束半径优化。我们研究了三种场景:1)无频率重用;2)全频率复用;3)更高频率的重用。提出了一种多波束LEO系统的分析框架,该分析框架具有最佳的点波束尺寸和频率复用方案,可以最大限度地提高系统容量,同时最小化波束间干扰。针对每种场景制定了相应的优化问题。为了解决这些优化问题的非凸性质,我们采用连续凸逼近方法,将它们转换为简化的单纯形形式。通过仿真,我们确定了每种场景下的最佳波束半径和频率复用方案,并分析了每个用户的容量。我们的结果与基于网格的搜索方法进行了基准测试,表明我们的分析方法提供了计算复杂度较低的最佳解决方案。该研究为优化容量和减少干扰的多波束LEO卫星系统的设计提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing Beam Size in Multibeam LEO Satellite Networks: Addressing Interbeam Interference, Doppler Shift, and Frequency Reuse
Low Earth orbit (LEO) satellites offer a robust and promising solution for enhancing 6G connectivity by providing increased coverage and improved communication capabilities. In multibeam LEO satellite systems, the size of the spot beam plays a critical role in affecting interference and residual Doppler shift experienced by LEO users, thereby significantly impacting overall network performance. This article focuses on optimizing the spot beam radius in multibeam LEO systems by addressing key challenges in practical LEO deployments, such as Doppler shift, interbeam interference, and various frequency reuse schemes. We investigate three scenarios: 1) no frequency reuse; 2) full-frequency reuse; and 3) higher frequency reuse. An analytical framework is developed to design a multibeam LEO system with an optimal spot beam size and frequency reuse scheme that maximizes system capacity while minimizing interbeam interference. Corresponding optimization problems are formulated for each scenario. To address the nonconvex nature of these optimization problems, we employ the successive convex approximation method, converting them into simplified simplex forms. Through simulations, we determine the optimal beam radius and frequency reuse scheme for each scenario and analyze per-user capacity. Our results are benchmarked against a grid-based search method, demonstrating that our analytical approach provides optimal solutions with lower computational complexity. This study offers valuable insights into the design of multibeam LEO satellite systems that optimize capacity and reduce interference.
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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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