基于rsma的LEO卫星物联网跳波束和预编码联合设计

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Xi Han;Shibing Zhu;Yijie Mao;Huanxi Cui;Rongke Liu;Jianmei Dai
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引用次数: 0

摘要

通过提供全球覆盖和无缝连接,低地球轨道(LEO)卫星物联网(IoT)已成为解决地面物联网局限性的有前途的解决方案。在增强LEO卫星物联网的各种技术中,波束跳变(BH)作为一种有效的方法脱颖而出,它可以动态调整波束照明,以匹配不同物联网设备的不同流量需求。这种灵活性可以使有限的机载资源得到最佳利用。然而,虽然BH允许自适应光束照明规划,但它也可能引入严重的光束间干扰,特别是当相邻光束同时激活时。为了解决这一挑战,我们提出了一种新的支持速率分裂多址(RSMA)的基于集群的BH (CBH) LEO卫星物联网系统。通过利用RSMA,所提出的框架支持大规模物联网设备接入,并减轻CBH引入的波束间干扰。在这个框架中,我们引入了一个度量——提供容量与流量需求的比率(ROCD)——来量化每个波束所需的流量总和速率与可实现的流量总和速率的一致程度。然后,我们将重点放在共同优化预编码矢量、公共速率分配和CBH方向图设计上,以最大化波束之间的最坏情况ROCD。为了有效地解决这一问题,我们将原问题分解为三个子问题,并提出了一种两阶段算法。数值结果表明,与非正交多址基准和空分多址基准相比,该方案的最小满意度分别提高了14.10%和39.59%,实现了有效的干扰抑制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint Design of Beam Hopping and Precoding for RSMA-Enabled LEO Satellite Internet of Things
Low-earth orbit (LEO) satellite Internet of Things (IoT) has emerged as a promising solution to address the limitations of terrestrial IoT by providing global coverage and seamless connectivity. Among the various techniques enhancing LEO satellite IoT, beam hopping (BH) stands out as an efficient approach that dynamically adjusts beam illumination to match the varying traffic demands of diverse IoT devices. This flexibility enables optimal utilization of limited on-board resources. However, while BH allows adaptive beam illumination planning, it can also introduce severe interbeam interference, particularly when adjacent beams are simultaneously activated. To address this challenge, we propose a novel rate-splitting multiple access (RSMA)-enabled cluster-based BH (CBH) LEO satellite IoT system. By leveraging RSMA, the proposed framework supports large-scale IoT devices access, and mitigates interbeam interference introduced by CBH. Within this framework, we introduce a metric-the ratio of offered capacity to traffic demand (ROCD)–to quantify how well the required traffic sum rate aligns with the achievable sum rate for each beam. We then focus on jointly optimizing the precoding vector, common rate allocation, and CBH pattern design to maximize the worst-case ROCD among beams. To solve this problem efficiently, we decompose the original problem into three subproblems and propose a two-stage algorithm. Numerical results demonstrate that our proposed scheme improves the minimum satisfaction rate by 14.10% and 39.59% compared to the nonorthogonal multiple access and space-division multiple access baselines, achieving effective interference mitigation.
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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