High-Performance Receiving Beamforming With Low-Resolution Arrays in Multisatellite Communications

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2024-09-10 DOI:10.1109/TAES.2024.3457531
Tong Shi;Shaohui Sun;Wenlong Sun;Shaoli Kang;Rongke Liu
{"title":"High-Performance Receiving Beamforming With Low-Resolution Arrays in Multisatellite Communications","authors":"Tong Shi;Shaohui Sun;Wenlong Sun;Shaoli Kang;Rongke Liu","doi":"10.1109/TAES.2024.3457531","DOIUrl":null,"url":null,"abstract":"In future communication systems, users require the ability to receive signals from multiple satellites while mitigating interference and improving communication quality. This necessitates the application of antenna arrays to achieve high receiving gain. To address this challenge, our study presents a low-resolution analog receiving beamforming algorithm. This algorithm successfully overcomes two problems: first, uncertainty in satellite positions, and second, the local optimality limitation of traditional approaches, ensuring global optimality. Initially, a robust optimization objective function is formulated based on the uncertainty of position. Subsequently, a customized branch-and-bound algorithm is designed to find the beamforming weights that maximize this objective function, considering the constraints of low resolution. Simulation results demonstrate the effectiveness of our approach.","PeriodicalId":13157,"journal":{"name":"IEEE Transactions on Aerospace and Electronic Systems","volume":"61 1","pages":"1237-1245"},"PeriodicalIF":5.7000,"publicationDate":"2024-09-10","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/10670432/","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}
引用次数: 0

Abstract

In future communication systems, users require the ability to receive signals from multiple satellites while mitigating interference and improving communication quality. This necessitates the application of antenna arrays to achieve high receiving gain. To address this challenge, our study presents a low-resolution analog receiving beamforming algorithm. This algorithm successfully overcomes two problems: first, uncertainty in satellite positions, and second, the local optimality limitation of traditional approaches, ensuring global optimality. Initially, a robust optimization objective function is formulated based on the uncertainty of position. Subsequently, a customized branch-and-bound algorithm is designed to find the beamforming weights that maximize this objective function, considering the constraints of low resolution. Simulation results demonstrate the effectiveness of our approach.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
多卫星通信中的低分辨率阵列与高性能接收波束成形
在未来的通信系统中,用户需要能够接收来自多颗卫星的信号,同时减少干扰并提高通信质量。这就需要应用天线阵列来实现高接收增益。为了解决这一挑战,我们的研究提出了一种低分辨率模拟接收波束形成算法。该算法成功克服了卫星位置的不确定性和传统方法的局部最优性限制,保证了全局最优性。首先,基于位置的不确定性,建立了鲁棒优化目标函数。然后,考虑低分辨率的约束条件,设计定制化的分支定界算法,求出使目标函数最大化的波束形成权值。仿真结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
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.
期刊最新文献
Trajectory Prediction of Dynamic UAV Swarm with Interaction and Quantity Uncertainty under Saturation Attack Mission MMOF-AGM: Multi-Model Adversarial Attack for Security Assessment of Neural Network-Based Radar Signal Recognition Event-Triggered Distributed Formation Tracking of Cooperative Quadrotors Subject to Performance Constraints and Leader Uncertainty Improving Single-Frequency PPP with Multilayer Perceptron-based Ionospheric Delay Model Integration of an ANN-Based Variable Speed Integral and Adaptive Control Algorithm for Gas Flow Regulation in Solid Ducted Rockets
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1