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RSMA-Based Bistatic ISAC Framework for LEO Satellite Systems | |
2024-06-13 | |
会议录名称 | 2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS)
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ISSN | 2164-7038 |
页码 | 1840-1845 |
发表状态 | 已发表 |
DOI | 10.1109/ICCWorkshops59551.2024.10615556 |
摘要 | To provide ubiquitous global connectivity and target detection on the same platform, a low Earth orbit (LEO) satellite system simultaneously performing communication and radar tasks has drawn significant attention. However, the design of such a joint system should address the challenges of limited power resources on satellites and inter-/intra-function interference. In this paper, we put forth a novel LEO satellite-based bistatic integrated sensing and communication (ISAC) framework that can overcome severe echo path loss by introducing a radar receiver separated from the satellite, thus reducing the satellite's power consumption burden. To effectively manage inter-/intra-function interference, which is a critical factor that can deteriorate system performance, we employ rate-splitting multiple access (RSMA). In RSMA, each user's message is split and encoded into individual private and common streams. We jointly optimize power and beamforming design for the dual-functional signal based on the rate-splitting approach. Numerical results show that the proposed framework enables superior interference control capability and significantly reduces echo path loss compared to several benchmarks. Furthermore, it is validated that the common stream serves three key roles: i) forming a beam towards the radar target, ii) controlling interference between radar and communication functions, and iii) managing interference among communication users. By doing so, efficient joint operation is achieved even without a dedicated radar signal, thanks to the multi-functionality of the common streams under limited spectral and hardware resources. |
会议录编者/会议主办者 | IEEE Communications Society |
关键词 | Beamforming Benchmarking Communication satellites Radar receivers Radar target recognition Satellite communication systems Signal to noise ratio Tropics Bistatic Communication framework Integrated sensing Integrated sensing and communication Low earth orbit satellite systems Low earth orbit satellites Multiple access Precoder optimizations Rate splitting Rate-splitting multiple access |
会议名称 | 59th Annual IEEE International Conference on Communications Workshops, ICC Workshops 2024 |
会议地点 | Denver, CO, USA |
会议日期 | 9-13 June 2024 |
URL | 查看原文 |
收录类别 | EI |
语种 | 英语 |
出版者 | Institute of Electrical and Electronics Engineers Inc. |
EI入藏号 | 20243516969536 |
EI主题词 | Radar interference |
EI分类号 | 1106.3 ; 443 Meteorology ; 655.1.1 ; 716 Telecommunication ; Radar, Radio and Television ; 716.1 Information Theory and Signal Processing ; 716.2 Radar Systems and Equipment ; 913.3 Quality Assurance and Control |
原始文献类型 | Conference article (CA) |
来源库 | IEEE |
文献类型 | 会议论文 |
条目标识符 | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/414224 |
专题 | 信息科学与技术学院 信息科学与技术学院_PI研究组_毛奕婕组 |
作者单位 | 1.School of Electrical Engineering, Korea University, Seoul, South Korea 2.School of Information Science and Technology, ShanghaiTech University, China |
推荐引用方式 GB/T 7714 | Juha Park,Jaehyup Seong,Jaehak Ryu,et al. RSMA-Based Bistatic ISAC Framework for LEO Satellite Systems[C]//IEEE Communications Society:Institute of Electrical and Electronics Engineers Inc.,2024:1840-1845. |
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