Beam Squint-Aware Integrated Sensing and Communications for Hybrid Massive MIMO LEO Satellite Systems

被引:62
作者
You, Li [1 ,2 ]
Qiang, Xiaoyu [1 ,2 ]
Tsinos, Christos G. [3 ,4 ]
Liu, Fan [5 ]
Wang, Wenjin [1 ,2 ]
Gao, Xiqi [1 ,2 ]
Ottersten, Bjorn [4 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
[2] Purple Mt Labs, Nanjing 211100, Peoples R China
[3] Natl & Kapodistrian Univ Athens, Core Dept, Psahna 34400, Greece
[4] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust SnT, L-2721 Luxembourg, Luxembourg
[5] Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
Low earth orbit satellites; Satellites; Sensors; Massive MIMO; Antenna arrays; Spaceborne radar; Satellite broadcasting; Space-air-ground-sea integrated network; integrated sensing and communications; non-geostationary satellite; LEO satellite; massive MIMO; hybrid precoding; beam squint effects; energy efficiency; TARGET DETECTION; RADAR; DESIGN; MINIMIZATION; NOMA;
D O I
10.1109/JSAC.2022.3196114
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The space-air-ground-sea integrated network (SAGSIN) plays an important role in offering global coverage. To improve the efficient utilization of spectral and hardware resources in the SAGSIN, integrated sensing and communications (ISAC) has drawn extensive attention. Most existing ISAC works focus on terrestrial networks and cannot be straightforwardly applied in satellite systems due to the significantly different electromagnetic wave propagation properties. In this work, we investigate the application of ISAC in massive multiple-input multiple-output (MIMO) low earth orbit (LEO) satellite systems. We first characterize the statistical wave propagation properties by considering beam squint effects. Based on this analysis, we propose a beam squint-aware ISAC technique for hybrid analog/digital massive MIMO LEO satellite systems exploiting statistical channel state information. Simulation results demonstrate that the proposed scheme can operate both the wireless communications and the target sensing simultaneously with satisfactory performance, and the beam-squint effects can be efficiently mitigated with the proposed method in typical LEO satellite systems.
引用
收藏
页码:2994 / 3009
页数:16
相关论文
共 52 条
[1]  
3rd Generation Partnership Project
[2]  
Technical Specification Group Radio Access Network, 2020, TR38811V1540 3GPP
[3]  
Ahmed A, 2019, CONF REC ASILOMAR C, P559, DOI [10.1109/ieeeconf44664.2019.9049009, 10.1109/IEEECONF44664.2019.9049009]
[4]   Broadband Non-Geostationary Satellite Communication Systems: Research Challenges and Key Opportunities [J].
Al-Hraishawi, Hayder ;
Chatzinotas, Symeon ;
Ottersten, Bjorn .
2021 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2021,
[5]   Hybrid Transceivers Design for Large-Scale Antenna Arrays Using Majorization-Minimization Algorithms [J].
Arora, Aakash ;
Tsinos, Christos G. ;
Rao, Bhavani Shankar Mysore Rama ;
Chatzinotas, Symeon ;
Ottersten, Bjorn .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2020, 68 :701-714
[6]   ON THE CONVERGENCE OF ALTERNATING MINIMIZATION FOR CONVEX PROGRAMMING WITH APPLICATIONS TO ITERATIVELY REWEIGHTED LEAST SQUARES AND DECOMPOSITION SCHEMES [J].
Beck, Amir .
SIAM JOURNAL ON OPTIMIZATION, 2015, 25 (01) :185-209
[7]  
Boyd S., 2004, CONVEX OPTIMIZATION
[8]   Low-Resolution PSs Based Hybrid Precoding for Multiuser Communication Systems [J].
Chen, Chen ;
Dong, Yue ;
Cheng, Xiang ;
Yang, Liuqing .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (07) :6037-6047
[9]   Hybrid Precoding for WideBand Millimeter Wave MIMO Systems in the Face of Beam Squint [J].
Chen, Yun ;
Xiong, Yifeng ;
Chen, Da ;
Jiang, Tao ;
Ng, Soon Xin ;
Hanzo, Lajos .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (03) :1847-1860
[10]   HYBRID BEAMFORMING FOR WIDEBAND OFDM DUAL FUNCTION RADAR COMMUNICATIONS [J].
Cheng, Ziyang ;
He, Jinyang ;
Shi, Shengnan ;
He, Zishu ;
Liao, Bin .
2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, :8238-8242