DOA Estimation Based on Time-Frequency MUSIC Application to Massive MIMO Systems

被引：0
|
作者：
Hachad, Lamiae [1 ]
Cherrak, Omar [1 ,2 ,3 ]
Ghennioui, Hicham [1 ]
Mrabti, Fatiha [1 ]
Zouak, Mohcine [1 ]
机构：
[1] Sidi Mohamed Ben Abdellah Univ, Fac Sci & Technol Fez, Signals Syst & Components Lab, Fes, Morocco
[2] Aix Marseille Univ, CNRS, ENSAM, LSIS,UMR 7296, F-13397 Marseille, France
[3] Univ Toulon & Var, CNRS, LSIS, UMR 7296, F-83957 La Garde, France
来源：
2017 3RD INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SIGNAL AND IMAGE PROCESSING (ATSIP) | 2017年
关键词：
MIMO; Massive MIMO; DOA estimation; Time-Frequency Distributions; Joint Diagonalization; MUSIC; CELLULAR NETWORKS; SOURCE SEPARATION; DIAGONALIZATION; MATRICES;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this work, the problem of direction finding is addressed. We show the Direction Of Arrival (DOA) estimation can be realized through the non-unitary joint diagonalization of spatial quadratic time-frequency. We use an approach of selection of time-frequency points to construct the set of matrices which will be jointly diagonalized to estimate the noise subspace. The main advantage of this method is that it does not require any whitening stage, and thus, it is intended to work even with a class of correlated signals. Finally, the noise subspace obtained is then used to estimate the directions using the MUltiple Signal Classification MUSIC spectrum. Numerical simulations are provided in order to illustrate the effectiveness and the behavior of the proposed approach.
引用
收藏
页码：104 / 108
页数：5
相关论文
共 50 条
  • [1] A Time Frequency Tensor Framework for DOA Estimation: Application to MIMO Systems
    Hachad, Lamiae
    Mrabti, Fatiha
    Ghennioui, Hicham
    Zouak, Mohcine
    2019 INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND MOBILE COMMUNICATIONS (WINCOM), 2019, : 97 - 102
  • [2] DOA Estimation Based on Spatial Time-frequency Analysis
    Liu, B. S.
    Song, H. Y.
    Shi, J.
    Diao, M.
    Yang, C. Y.
    MECHANICAL, CONTROL, ELECTRIC, MECHATRONICS, INFORMATION AND COMPUTER, 2016, : 80 - 85
  • [3] Spatial polarimetric time-frequency distribution based DOA estimation: combining ESPRIT with MUSIC
    Liu, Aijun
    Li, Fen
    Li, Bo
    Liu, Qingbo
    Shi, Xiuhua
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2018,
  • [4] Spatial polarimetric time-frequency distribution based DOA estimation: combining ESPRIT with MUSIC
    Aijun Liu
    Fen Li
    Bo Li
    Qingbo Liu
    Xiuhua Shi
    EURASIP Journal on Wireless Communications and Networking, 2018
  • [5] Covariance Matrix Reconstruction for DOA Estimation in Hybrid Massive MIMO Systems
    Li, Si
    Liu, Yinsheng
    You, Li
    Wang, Wenjin
    Duan, Hongtao
    Li, Xu
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2020, 9 (08) : 1196 - 1200
  • [6] DOA estimation of LFM sources based on time-frequency interferometer in UCA
    Cui, Kaibo
    Chen, Xi
    Huang, Jingjian
    Wang, Qingping
    Yuan, Naichang
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2019, 104 : 76 - 85
  • [7] Quantum algorithm for MUSIC-based DOA estimation in hybrid MIMO systems
    Meng, Fan-Xu
    Li, Ze-Tong
    Yu Xu-Tao
    Zhang, Zai-Chen
    QUANTUM SCIENCE AND TECHNOLOGY, 2022, 7 (02)
  • [8] Spatial Covariance Matrix Reconstruction for DOA Estimation in Hybrid Massive MIMO Systems With Multiple Radio Frequency Chains
    Liu, Yinsheng
    Yan, Yiwei
    You, Li
    Wang, Wenji
    Duan, Hongtao
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (11) : 12185 - 12190
  • [9] Joint DOD/DOA estimation in MIMO radar exploiting time-frequency signal representations
    Zhang, Yimin D.
    Amin, Moeness G.
    Himed, Braham
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2012,
  • [10] A New Low Complexity DOA Estimation Algorithm for Massive MIMO Systems
    Yang, Xiao
    Liu, Licheng
    Wang, Yide
    2016 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-CHINA (ICCE-CHINA), 2016,
12345