Communication and Localization With Extremely Large Lens Antenna Array

被引:52
作者
Yang, Jie [1 ]
Zeng, Yong [1 ]
Jin, Shi [1 ]
Wen, Chao-Kai [2 ]
Xu, Pingping [1 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
[2] Natl Sun Yat Sen Univ, Inst Commun Engn, Kaohsiung 804, Taiwan
基金
美国国家科学基金会;
关键词
Array response; extremely large lens antenna array; localization; millimeter-wave communications; spherical wave-front; MILLIMETER-WAVE; MASSIVE MIMO; ARCHITECTURE; CHANNELS; 5G;
D O I
10.1109/TWC.2020.3046766
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
Achieving high-rate communication with accurate localization and wireless environment sensing has emerged as an important trend of beyond-fifth and sixth generation cellular systems. Extension of the antenna array to an extremely large scale is a potential technology for achieving such goals. However, the super massive operating antennas significantly increases the computational complexity of the system. Motivated by the inherent advantages of lens antenna arrays in reducing system complexity, we consider communication and localization problems with an extremely large lens antenna array, which we call "ExLens". Since radiative near-field property emerges in the setting, we derive the closed-form array response of the lens antenna array with spherical wave, which includes the array response obtained on the basis of uniform plane wave as a special case. Our derivation result reveals a window effect for energy focusing property of ExLens, which indicates that ExLens has great potential in position sensing and multi-user communication. We also propose an effective method for location and channel parameters estimation, which is able to achieve the localization performance close to the Cramer-Rao lower bound. Finally, we examine the multi-user communication performance of ExLens that serves coexisting near-field and far-field users. Numerical results demonstrate the effectiveness of the proposed channel estimation method and show that ExLens with a minimum mean square error receiver achieves significant spectral efficiency gains and complexity-and-cost reductions compared with a uniform linear array.
引用
收藏
页码:3031 / 3048
页数:18
相关论文
共 40 条
[21]  
Latva-aho M., 2019, KEY DRIVERS RES CHAL
[22]   Newtonized Orthogonal Matching Pursuit: Frequency Estimation Over the Continuum [J].
Mamandipoor, Babak ;
Ramasamy, Dinesh ;
Madhow, Upamanyu .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016, 64 (19) :5066-5081
[23]  
Molisch A. F., 2007, WIRELESS COMMUNICATI
[24]   Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network [J].
Mozaffari, Mohammad ;
Kasgari, Ali Taleb Zadeh ;
Saad, Walid ;
Bennis, Mehdi ;
Debbah, Merouane .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (01) :357-372
[25]   Tracking Position and Orientation Through Millimeter Wave Lens MIMO in 5G Systems [J].
Shahmansoori, Arash ;
Uguen, Bernard ;
Destino, Giuseppe ;
Seco-Granados, Gonzalo ;
Wymeersch, Henk .
IEEE SIGNAL PROCESSING LETTERS, 2019, 26 (08) :1222-1226
[26]  
Shaikh Sarmad Ahmed, 2016, 2016 IEEE 6th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), P124, DOI 10.1109/ICCE-Berlin.2016.7684736
[27]   Radio Source Localization in Multipath Channels Using EM Lens Assisted Massive Antennas Arrays [J].
Shaikh, Sarmad A. ;
Tonello, Andrea M. .
IEEE ACCESS, 2019, 7 :9001-9012
[28]  
Tang W., 2019, ARXIV PREPRINT ARXIV
[29]   A SPECULATIVE STUDY ON 6G [J].
Tariq, Faisal ;
Khandaker, Muhammad R. A. ;
Wong, Kai-Kit ;
Imran, Muhammad A. ;
Bennis, Mehdi ;
Debbah, Merouane .
IEEE WIRELESS COMMUNICATIONS, 2020, 27 (04) :118-125
[30]   Efficient DSP and Circuit Architectures for Massive MIMO: State of the Art and Future Directions [J].
Van der Perre, Liesbet ;
Liu, Liang ;
Larsson, Erik G. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2018, 66 (18) :4717-4736