共 37 条
Gridless Channel Estimation for Hybrid mmWave MIMO Systems via Tensor-ESPRIT Algorithms in DFT Beamspace
被引:42
作者:

Zhang, Jianshu
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机构:
Ilmenau Univ Technol, Commun Res Lab, D-98684 Ilmenau, Germany Ilmenau Univ Technol, Commun Res Lab, D-98684 Ilmenau, Germany

Rakhimov, Damir
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Ilmenau Univ Technol, Commun Res Lab, D-98684 Ilmenau, Germany Ilmenau Univ Technol, Commun Res Lab, D-98684 Ilmenau, Germany

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h-index:
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机构:
[1] Ilmenau Univ Technol, Commun Res Lab, D-98684 Ilmenau, Germany
关键词:
5G mmWave communications;
channel estimation;
ESPRIT in DFT beamspace;
hybrid MIMO;
tensor signal processing;
PERFORMANCE ANALYSIS;
ESTIMATION ACCURACY;
CLOSED-FORM;
DECOMPOSITION;
D O I:
10.1109/JSTSP.2021.3063908
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:
In this paper, we present a gridless channel estimation algorithm for a hybrid millimeter wave (mmWave) MIMO-OFDM system assuming a frequency-selective channel. The proposed algorithm is based on the Tensor-ESPRIT in DFT beamspace algorithm framework. First, we derive the R-dimensional (R-D) Standard/Unitary Tensor-ESPRIT in DFT beamspace framework and its analytic performance. We show that ESPRIT-type algorithms in a reduced-dimensional DFT beamspace can provide a significant performance gain over ESPRIT-type algorithms in full DFT beamspace and in element space under mild conditions. Afterwards, we develop a gridless channel estimation algorithm that is based on 3-D Tensor-ESPRIT in DFT beamspace algorithms. Numerical simulation results show that the proposed channel estimation algorithm can provide accurate channel estimates using only a few training resources.
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页码:816 / 831
页数:16
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