毫米波波段共存卫星和云辅助地面网络的干扰抑制

IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Sirine Ben Ati;Hayssam Dahrouj;Mohamed-Slim Alouini
{"title":"毫米波波段共存卫星和云辅助地面网络的干扰抑制","authors":"Sirine Ben Ati;Hayssam Dahrouj;Mohamed-Slim Alouini","doi":"10.1109/OJCOMS.2024.3497799","DOIUrl":null,"url":null,"abstract":"Given the drastic demand for stringent digital services, augmenting terrestrial communications with satellite services promises to meet the rush-to-gold-like demand for scarce radio resources. Our paper investigates the problem of coexisting satellite-ground networks consisting of several satellites and several ground base-stations, all operating at the millimeter-wave band. Such coexistence of space and ground communications becomes prone to wireless interference, and so the cross-development of intelligent resource allocation techniques becomes indispensable for assessing the benefit of such hybrid space-ground networks. The paper assumes that a fraction of the ground base-stations connects to a centralized computing processor (i.e., cloud) using fronthaul links with limited capacity. The paper further assumes that each satellite connects with its own earth-station, which in turn connects with a ground base-station, hereafter denoted by satellite-associated base-station, that aims at serving a part of the ground-users. The system performance depends, therefore, on both the intra- and inter-mode interference between the satellites and cloud-connected base-stations, and the integrated access-backhaul interference between the satellite to earth-station and satellite-associated base-station to users. The paper then aims at maximizing the sum rate of the considered network under power, user-connectivity, and ground fronthaul constraints, in order to jointly determine the satellite-associated base-stations and cloud-connected base-stations served users’ beamforming vectors. The paper addresses such an intricate non-convex optimization problem using a combination of well-chosen inner convex approximations, coupled with proper outer loop correction steps. The numerical simulations show how effective our proposed algorithm is at mitigating the system multi-mode interference, particularly in congested networks.","PeriodicalId":33803,"journal":{"name":"IEEE Open Journal of the Communications Society","volume":"5 ","pages":"7483-7497"},"PeriodicalIF":6.3000,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10752513","citationCount":"0","resultStr":"{\"title\":\"Interference Mitigation in Coexisting Satellites and Cloud-Assisted Ground Networks in the mmWave Band\",\"authors\":\"Sirine Ben Ati;Hayssam Dahrouj;Mohamed-Slim Alouini\",\"doi\":\"10.1109/OJCOMS.2024.3497799\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Given the drastic demand for stringent digital services, augmenting terrestrial communications with satellite services promises to meet the rush-to-gold-like demand for scarce radio resources. Our paper investigates the problem of coexisting satellite-ground networks consisting of several satellites and several ground base-stations, all operating at the millimeter-wave band. Such coexistence of space and ground communications becomes prone to wireless interference, and so the cross-development of intelligent resource allocation techniques becomes indispensable for assessing the benefit of such hybrid space-ground networks. The paper assumes that a fraction of the ground base-stations connects to a centralized computing processor (i.e., cloud) using fronthaul links with limited capacity. The paper further assumes that each satellite connects with its own earth-station, which in turn connects with a ground base-station, hereafter denoted by satellite-associated base-station, that aims at serving a part of the ground-users. The system performance depends, therefore, on both the intra- and inter-mode interference between the satellites and cloud-connected base-stations, and the integrated access-backhaul interference between the satellite to earth-station and satellite-associated base-station to users. The paper then aims at maximizing the sum rate of the considered network under power, user-connectivity, and ground fronthaul constraints, in order to jointly determine the satellite-associated base-stations and cloud-connected base-stations served users’ beamforming vectors. The paper addresses such an intricate non-convex optimization problem using a combination of well-chosen inner convex approximations, coupled with proper outer loop correction steps. The numerical simulations show how effective our proposed algorithm is at mitigating the system multi-mode interference, particularly in congested networks.\",\"PeriodicalId\":33803,\"journal\":{\"name\":\"IEEE Open Journal of the Communications Society\",\"volume\":\"5 \",\"pages\":\"7483-7497\"},\"PeriodicalIF\":6.3000,\"publicationDate\":\"2024-11-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10752513\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Open Journal of the Communications Society\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10752513/\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Open Journal of the Communications Society","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10752513/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

鉴于对严格数字服务的巨大需求,用卫星服务扩大地面通信有望满足对稀缺无线电资源的淘金热般的需求。本文研究了由几颗卫星和几个地面基站组成的星地共存网络的问题,这些卫星和地面基站都在毫米波波段工作。这种空间与地面共存的通信方式容易产生无线干扰,因此评估这种空间与地面混合网络的效益就必须交叉开发智能资源分配技术。本文假设一小部分地面基站使用有限容量的前传链路连接到中央计算处理器(即云)。本文进一步假设每颗卫星与自己的地面站连接,地面站又与一个地面基站连接,该地面基站以下称为卫星关联基站,旨在为部分地面用户提供服务。因此,系统性能取决于卫星和云连接基站之间的模式内和模式间干扰,以及卫星到地球站和卫星相关基站到用户之间的综合接入-回程干扰。然后,本文的目标是在功率、用户连接和地面前传约束下,最大化所考虑的网络的总和速率,以共同确定卫星关联基站和云连接基站服务用户的波束形成矢量。本文解决了这样一个复杂的非凸优化问题,使用精心选择的内凸近似的组合,加上适当的外环校正步骤。数值模拟结果表明,本文提出的算法能够有效地缓解系统多模干扰,特别是在拥塞网络中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interference Mitigation in Coexisting Satellites and Cloud-Assisted Ground Networks in the mmWave Band
Given the drastic demand for stringent digital services, augmenting terrestrial communications with satellite services promises to meet the rush-to-gold-like demand for scarce radio resources. Our paper investigates the problem of coexisting satellite-ground networks consisting of several satellites and several ground base-stations, all operating at the millimeter-wave band. Such coexistence of space and ground communications becomes prone to wireless interference, and so the cross-development of intelligent resource allocation techniques becomes indispensable for assessing the benefit of such hybrid space-ground networks. The paper assumes that a fraction of the ground base-stations connects to a centralized computing processor (i.e., cloud) using fronthaul links with limited capacity. The paper further assumes that each satellite connects with its own earth-station, which in turn connects with a ground base-station, hereafter denoted by satellite-associated base-station, that aims at serving a part of the ground-users. The system performance depends, therefore, on both the intra- and inter-mode interference between the satellites and cloud-connected base-stations, and the integrated access-backhaul interference between the satellite to earth-station and satellite-associated base-station to users. The paper then aims at maximizing the sum rate of the considered network under power, user-connectivity, and ground fronthaul constraints, in order to jointly determine the satellite-associated base-stations and cloud-connected base-stations served users’ beamforming vectors. The paper addresses such an intricate non-convex optimization problem using a combination of well-chosen inner convex approximations, coupled with proper outer loop correction steps. The numerical simulations show how effective our proposed algorithm is at mitigating the system multi-mode interference, particularly in congested networks.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
13.70
自引率
3.80%
发文量
94
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023. The IEEE Open Journal of the Communications Society covers science, technology, applications and standards for information organization, collection and transfer using electronic, optical and wireless channels and networks. Some specific areas covered include: Systems and network architecture, control and management Protocols, software, and middleware Quality of service, reliability, and security Modulation, detection, coding, and signaling Switching and routing Mobile and portable communications Terminals and other end-user devices Networks for content distribution and distributed computing Communications-based distributed resources control.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信