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Transceiver Optimization for mmWave Line-of-Sight MIMO Systems Using Hybrid Arrays

The performance of millimeter wave (mmWave) line-of-sight multiple input multiple output (LOS MIMO) systems using hybrid arrays of planar subarrays was studied. We characterized the achievable maximum spatial multiplexing gain for such LOS MIMO systems by the measures of spectral efficiency and effe...

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Autores principales: Deng, Junwen, Li, Hang, Zhang, Jian Andrew, Huang, Xiaojing, Cheng, Zhiqun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9962502/
https://www.ncbi.nlm.nih.gov/pubmed/36837936
http://dx.doi.org/10.3390/mi14020236
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author Deng, Junwen
Li, Hang
Zhang, Jian Andrew
Huang, Xiaojing
Cheng, Zhiqun
author_facet Deng, Junwen
Li, Hang
Zhang, Jian Andrew
Huang, Xiaojing
Cheng, Zhiqun
author_sort Deng, Junwen
collection PubMed
description The performance of millimeter wave (mmWave) line-of-sight multiple input multiple output (LOS MIMO) systems using hybrid arrays of planar subarrays was studied. We characterized the achievable maximum spatial multiplexing gain for such LOS MIMO systems by the measures of spectral efficiency and effective degree of freedom (EDoF). By proposing a joint plane-wave and spherical-wave-based general 3D channel model, we derived the optimal design parameters in the analog domain, i.e., the optimal subarray separation products, and analyzed their sensitivity on the system performance. We also gave analytical eigenvalue expressions of the equivalent LOS MIMO channel matrix, which are applicable to the case of a non-optimal design, as well as the upper and lower bounds of the EDoF for system performance evaluation. A piecewise uniform quantization codebook was further designed for quantizing phase shifter values in practical applications. The numerical and simulation results show that planar subarrays are superior to traditional arrays in terms of spectral efficiency and EDoF in Ricean fading channels because they are more robust to the change in the communication distance and the deviation from the optimal design. The use of hybrid arrays of planar subarrays effectively removes the limitation of mmWave LOS MIMO systems using traditional arrays, through which, the conventional Rayleigh distance criterion has to be satisfied to achieve the optimal performance.
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spelling pubmed-99625022023-02-26 Transceiver Optimization for mmWave Line-of-Sight MIMO Systems Using Hybrid Arrays Deng, Junwen Li, Hang Zhang, Jian Andrew Huang, Xiaojing Cheng, Zhiqun Micromachines (Basel) Article The performance of millimeter wave (mmWave) line-of-sight multiple input multiple output (LOS MIMO) systems using hybrid arrays of planar subarrays was studied. We characterized the achievable maximum spatial multiplexing gain for such LOS MIMO systems by the measures of spectral efficiency and effective degree of freedom (EDoF). By proposing a joint plane-wave and spherical-wave-based general 3D channel model, we derived the optimal design parameters in the analog domain, i.e., the optimal subarray separation products, and analyzed their sensitivity on the system performance. We also gave analytical eigenvalue expressions of the equivalent LOS MIMO channel matrix, which are applicable to the case of a non-optimal design, as well as the upper and lower bounds of the EDoF for system performance evaluation. A piecewise uniform quantization codebook was further designed for quantizing phase shifter values in practical applications. The numerical and simulation results show that planar subarrays are superior to traditional arrays in terms of spectral efficiency and EDoF in Ricean fading channels because they are more robust to the change in the communication distance and the deviation from the optimal design. The use of hybrid arrays of planar subarrays effectively removes the limitation of mmWave LOS MIMO systems using traditional arrays, through which, the conventional Rayleigh distance criterion has to be satisfied to achieve the optimal performance. MDPI 2023-01-17 /pmc/articles/PMC9962502/ /pubmed/36837936 http://dx.doi.org/10.3390/mi14020236 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Deng, Junwen
Li, Hang
Zhang, Jian Andrew
Huang, Xiaojing
Cheng, Zhiqun
Transceiver Optimization for mmWave Line-of-Sight MIMO Systems Using Hybrid Arrays
title Transceiver Optimization for mmWave Line-of-Sight MIMO Systems Using Hybrid Arrays
title_full Transceiver Optimization for mmWave Line-of-Sight MIMO Systems Using Hybrid Arrays
title_fullStr Transceiver Optimization for mmWave Line-of-Sight MIMO Systems Using Hybrid Arrays
title_full_unstemmed Transceiver Optimization for mmWave Line-of-Sight MIMO Systems Using Hybrid Arrays
title_short Transceiver Optimization for mmWave Line-of-Sight MIMO Systems Using Hybrid Arrays
title_sort transceiver optimization for mmwave line-of-sight mimo systems using hybrid arrays
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9962502/
https://www.ncbi.nlm.nih.gov/pubmed/36837936
http://dx.doi.org/10.3390/mi14020236
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