协同无小区双功能雷达通信网络的半分布式混合波束形成设计

Bowen Wang, Lingyun Xu, Ziyang Cheng, Zishu He
{"title":"协同无小区双功能雷达通信网络的半分布式混合波束形成设计","authors":"Bowen Wang, Lingyun Xu, Ziyang Cheng, Zishu He","doi":"10.1109/ICASSPW59220.2023.10193721","DOIUrl":null,"url":null,"abstract":"To improve both radar sensing and communication performances, this paper proposes a cooperative cell-free dual-function radar-communication (CCF-DFRC) network with hybrid beamforming (HBF) architecture. In the proposed CCF-DFRC network, multiple access points cooperatively provide communication services to users and detect multiple targets of interest. To show the benefits of the CCF-DFRC network, we formulate the joint HBF design problem to maximize the network communication capacity while satisfying the constraint of beampattern similarity for radar sensing. To solve the resulting high-dimensional and non-convex problem, a semi-distributed algorithm based on alternating optimization is proposed. Simulation results are provided to verify the effectiveness of the proposed algorithm and show the considerable potential of deploying CCF-DFRC networks.","PeriodicalId":158726,"journal":{"name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Semi-Distributed Hybrid Beamforming Design for Cooperative Cell-Free Dual-Function Radar-Communication Networks\",\"authors\":\"Bowen Wang, Lingyun Xu, Ziyang Cheng, Zishu He\",\"doi\":\"10.1109/ICASSPW59220.2023.10193721\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"To improve both radar sensing and communication performances, this paper proposes a cooperative cell-free dual-function radar-communication (CCF-DFRC) network with hybrid beamforming (HBF) architecture. In the proposed CCF-DFRC network, multiple access points cooperatively provide communication services to users and detect multiple targets of interest. To show the benefits of the CCF-DFRC network, we formulate the joint HBF design problem to maximize the network communication capacity while satisfying the constraint of beampattern similarity for radar sensing. To solve the resulting high-dimensional and non-convex problem, a semi-distributed algorithm based on alternating optimization is proposed. Simulation results are provided to verify the effectiveness of the proposed algorithm and show the considerable potential of deploying CCF-DFRC networks.\",\"PeriodicalId\":158726,\"journal\":{\"name\":\"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)\",\"volume\":\"55 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICASSPW59220.2023.10193721\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICASSPW59220.2023.10193721","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

为了提高雷达感知和通信性能,提出了一种混合波束形成(HBF)结构的无小区双功能雷达通信(CCF-DFRC)网络。在CCF-DFRC网络中,多个接入点协同为用户提供通信服务,同时检测多个感兴趣的目标。为了展示CCF-DFRC网络的优势,我们提出了联合HBF设计问题,以最大限度地提高网络通信容量,同时满足雷达感知的波束图相似性约束。为了解决由此产生的高维非凸问题,提出了一种基于交替优化的半分布式算法。仿真结果验证了该算法的有效性,并显示了部署CCF-DFRC网络的巨大潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Semi-Distributed Hybrid Beamforming Design for Cooperative Cell-Free Dual-Function Radar-Communication Networks
To improve both radar sensing and communication performances, this paper proposes a cooperative cell-free dual-function radar-communication (CCF-DFRC) network with hybrid beamforming (HBF) architecture. In the proposed CCF-DFRC network, multiple access points cooperatively provide communication services to users and detect multiple targets of interest. To show the benefits of the CCF-DFRC network, we formulate the joint HBF design problem to maximize the network communication capacity while satisfying the constraint of beampattern similarity for radar sensing. To solve the resulting high-dimensional and non-convex problem, a semi-distributed algorithm based on alternating optimization is proposed. Simulation results are provided to verify the effectiveness of the proposed algorithm and show the considerable potential of deploying CCF-DFRC 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
自引率
0.00%
发文量
0
×
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:604180095
Book学术官方微信