Kithmini Weththasinghe;Quynh Tu Ngo;Ying He;Beeshanga Jayawickrama
{"title":"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","authors":"Kithmini Weththasinghe;Quynh Tu Ngo;Ying He;Beeshanga Jayawickrama","doi":"10.1109/TAES.2024.3522870","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":13157,"journal":{"name":"IEEE Transactions on Aerospace and Electronic Systems","volume":"61 3","pages":"5871-5884"},"PeriodicalIF":5.7000,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimizing Beam Size in Multibeam LEO Satellite Networks: Addressing Interbeam Interference, Doppler Shift, and Frequency Reuse\",\"authors\":\"Kithmini Weththasinghe;Quynh Tu Ngo;Ying He;Beeshanga Jayawickrama\",\"doi\":\"10.1109/TAES.2024.3522870\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":13157,\"journal\":{\"name\":\"IEEE Transactions on Aerospace and Electronic Systems\",\"volume\":\"61 3\",\"pages\":\"5871-5884\"},\"PeriodicalIF\":5.7000,\"publicationDate\":\"2024-12-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Aerospace and Electronic Systems\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10816533/\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, AEROSPACE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Aerospace and Electronic Systems","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10816533/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, AEROSPACE","Score":null,"Total":0}
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.
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.