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)
ISSN2164-7038
页码1840-1845
发表状态已发表
DOI10.1109/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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