Accuracy of maximum likelihood estimation for narrowband MIMO channel

被引:0
作者
Wu, Jun [1 ]
Chen, Xi [2 ]
Wang, Hao-Gang [1 ]
Huangfu, Jiang-Tao [1 ]
机构
[1] College of Information Science and Engineering, Zhejiang University
[2] State Key Laboratory of Millimeter Waves, Southeast University
来源
Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science) | 2008年 / 42卷 / 11期
关键词
Channel measurement; Maximum likelihood estimation (MLE); Multiple input and multiple output (MIMO); Wireless channel;
D O I
10.3785/j.issn.1008-973X.2008.11.014
中图分类号
学科分类号
摘要
Maximum likelihood estimation (MLE) method was applied to the narrowband multiple input and multiple output (MIMO) channel matrix. Code synchronization and MLE were full-scale derived as well. One MIMO simulating platform was set up based on the channel measurement simulating system in Matlab/Simulink, based on which the relevant measurement results were provided. According to the accuracy of MLE, the error analysis results of the channel measurement showed that the error of code synchronization, limited by the hardware sampling rate, decides the precision estimation of channel conditions; the intermediate frequency recovery must be restricted to guarantee the precision estimation of phase; code synchronization, rather than signal to interference plus noise ratio (SINR), mainly decides the estimation of channel conditions when the SINR is sufficiently high.
引用
收藏
页码:1920 / 1925
页数:5
相关论文
共 50 条
[21]   Massive MIMO Channel Measurements and Simulations at 3.7 GHz in Outdoor Enviornment [J].
Bel-haj-maati, Nada ;
Malhouroux, Nadine ;
Pajusco, Patrice ;
Ney, Michel .
2019 23RD INTERNATIONAL CONFERENCE ON APPLIED ELECTROMAGNETICS AND COMMUNICATIONS (ICECOM 2019), 2019,
[22]   Performance Comparison of Multipath Channel Estimation Algorithms with 28 GHz Channel Measurements [J].
Liang, Jinyi ;
Lee, Juyul ;
Kim, Myung-Don ;
Park, Jae-Loon ;
Park, Bonghyuk .
2016 18TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - INFORMATION AND COMMUNICATIONS FOR SAFE AND SECURE LIFE, 2016, :264-267
[23]   Review of channel estimation for wireless communication systems [J].
Oyerinde, Olutayo O. ;
Mneney, Stanley H. .
IETE TECHNICAL REVIEW, 2012, 29 (04) :282-298
[24]   Multi-Frequency Channel Characterization for Massive MIMO Communications in Lobby Environment [J].
Li, Jianzhi ;
Ai, Bo ;
He, Ruisi ;
Yang, Mi ;
Zhang, Zhongdui .
CHINA COMMUNICATIONS, 2019, 16 (09) :79-92
[25]   Effect of Person Density on Propagation Charateristics of MIMO Channel under Office Environment [J].
Yu, Yu ;
Liu, Yang ;
Lu, Wen-Jun ;
Zhu, Hong-Bo .
2016 IEEE 83RD VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2016,
[26]   Indoor measurement and characterization of wireless MIMO channel at 6.0-6.4 GHz [J].
Zhang, Ji-Liang ;
Wang, Yang ;
Ding, Li-Qin ;
Yan, Da-Yong ;
Li, Xi ;
Zhang, Nai-Tong .
Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2012, 40 (06) :1213-1217
[27]   Multi-Frequency Channel Characterization for Massive MIMO Communications in Lobby Environment [J].
Jianzhi Li ;
Bo Ai ;
Ruisi He ;
Mi Yang ;
Zhangdui Zhong .
中国通信, 2019, 16 (09) :79-92
[28]   Capacity Analysis of OAM-MIMO Wireless Channel in an Corridor Multipath Environment [J].
He, Changwen ;
Liao, Xi ;
Wang, Yang ;
Zhou, Jihua ;
Zhang, Jie .
2021 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2021,
[29]   A Survey on Channel Estimation Technique Classifications and Various Algorithms [J].
Kuanysh, Koblan ;
Singh, Dhananjay ;
Ukaegbu, Ikechi A. .
INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2023, PT II, 2024, 14532 :205-215
[30]   Channel Capacities of Non-Stationary 6G Massive MIMO Channels with Mutual Coupling Verified by Channel Measurements [J].
Yang, Yue ;
Zheng, Yi ;
Wang, Cheng-Xiang ;
Huang, Jie .
2022 IEEE 33RD ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (IEEE PIMRC), 2022, :1288-1293