Experimental Verification of Null-Space Expansion for Multiuser Massive MIMO using Measured Channel State Information

被引:0
作者
Iwakuni, Tatsuhiko [1 ]
Maruta, Kazuki [1 ]
Ohta, Atsushi [1 ]
Shirato, Yushi [1 ]
Arai, Takuto [1 ]
Iizuka, Masataka [1 ]
机构
[1] NTT Corp, NTT Access Network Serv Syst Labs, 1-1 Hikari No Oka, Yokosuka, Kanagawa 2390847, Japan
来源
2016 IEEE 84TH VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL) | 2016年
关键词
Massive MIMO; Multiuser MIMO; Null-Space Expansion; Channel Time Variation; Inter-User Interference; PREDICTION; SYSTEM;
D O I
暂无
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
This paper presents experimental results of our proposed null-space expansion scheme for multiuser massive MIMO in time varying channel. Multiuser MIMO transmission with proposed scheme can suppress inter-user interference (IUI) caused by outdated channel state information (CSI). The excess degrees of freedom (DoFs) of massive MIMO is exploited to perform additional null-steering using past estimated CSI. The signal-to-interference ratio (SIR) performance achieved by a null-space expansion scheme that uses measured CSI is experimentally evaluated through CSI measurements. It is confirmed that the proposed scheme shows SIR performance superior to the conventional channel prediction scheme. In addition, IUI can be stably suppressed even in high mobility environments by further increasing the null-space dimension.
引用
收藏
页数:5
相关论文
共 50 条
[31]   Evaluation of Channel Estimation Algorithms Using Practically Measured Channels in FDD Massive MIMO [J].
Dandanov, Nikolay ;
Tonchev, Krasimir ;
Poulkov, Vladimir ;
Koleva, Pavlina .
FUTURE ACCESS ENABLERS FOR UBIQUITOUS AND INTELLIGENT INFRASTRUCTURES, FABULOUS 2019, 2019, 283 :228-242
[32]   Spectrum Efficiency Optimization for Uplink Massive MIMO System with Imperfect Channel State Information [J].
Du, Yuheng ;
Yu, Xiangbin ;
Wang, Xi ;
Zhu, Qiuming ;
Liu, Tao .
2019 11TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2019,
[33]   Understanding the Impacts of Limited Channel State Information on Massive MIMO Cellular Network Optimization [J].
Liu, Jia ;
Eryilmaz, Atilla ;
Shroff, Ness B. ;
Bentley, Elizabeth S. .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2017, 35 (08) :1715-1727
[34]   Cell-Free Massive MIMO with Imperfect Channel State Information and Hardware Impairments [J].
Beldi, Chaima ;
Gourar, Eya ;
Le Ruyet, Didier ;
Shaiek, Hmaied ;
Abdelkefi, Fatma .
2024 19TH INTERNATIONAL SYMPOSIUM ON WIRELESS COMMUNICATION SYSTEMS, ISWCS 2024, 2024, :446-451
[35]   Two-dimensional Compressed Sensing of Channel State Information in Massive MIMO System [J].
Wang Kai ;
Liu Jingzhi ;
Xiao Lin ;
Hu Le .
PROCEEDINGS OF 2017 IEEE 7TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC), 2017, :434-437
[36]   Advanced multiuser detector in massive MIMO using reproducing kernel Hilbert space by modified crow search algorithm [J].
Manju, V. M. ;
Ganesh, R. S. .
INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2023, 22 (04) :206-216
[37]   MIMO Detection With Imperfect Channel State Information Using Expectation Propagation [J].
Ghavami, Kamran ;
Naraghi-Pour, Mort .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 66 (09) :8129-8138
[38]   Multi-Beam Massive MIMO with Beam-Selection Using Only Amplitude Information in Uplink Channel [J].
Muramatsu, Fumiya ;
Nishimori, Kentaro ;
Taniguchi, Ryotaro ;
Hiraguri, Takefumi .
IEICE TRANSACTIONS ON COMMUNICATIONS, 2018, E101B (07) :1544-1551
[39]   Deep Neural Network Based Channel Estimation for Massive MIMO-OFDM Systems With Imperfect Channel State Information [J].
Ge, Lijun ;
Guo, Yuchuan ;
Zhang, Yue ;
Chen, Gaojie ;
Wang, Jintao ;
Dai, Bo ;
Li, Mingzhou ;
Jiang, Tao .
IEEE SYSTEMS JOURNAL, 2022, 16 (03) :4675-4685
[40]   BER analysis using zero-forcing linear precoding scheme for massive MIMO under imperfect channel state information [J].
Kibona, Lusekelo ;
Liu Jian ;
Liu Yingzhuang .
INTERNATIONAL JOURNAL OF ELECTRONICS, 2020, 107 (06) :951-965