DFT codebook-based hybrid precoding for multiuser mmWave massive MIMO systems

Abstract In millimeter wave (mmWave) massive MIMO (multiple-input multiple-output) systems, it is difficult to apply conventional digital precoding techniques due to hardware constraints. Fortunately, the hybrid precoding can be utilized to reduce power consumption and high costs. In this paper, a c...

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Main Authors: Yu Huang, Chen Liu, Yunchao Song, Xiaolei Yu
Format: Article
Language:English
Published: SpringerOpen 2020-03-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
DFT
Online Access:http://link.springer.com/article/10.1186/s13634-020-00669-4
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spelling doaj-34039429240b4ef9a3879313c4b3b7302020-11-25T01:57:45ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61802020-03-012020111310.1186/s13634-020-00669-4DFT codebook-based hybrid precoding for multiuser mmWave massive MIMO systemsYu Huang0Chen Liu1Yunchao Song2Xiaolei Yu3College of Electronic and Optical Engineering & College of Microelectronics, Nanjing University of Posts and TelecommunicationsCollege of Electronic and Optical Engineering & College of Microelectronics, Nanjing University of Posts and TelecommunicationsCollege of Electronic and Optical Engineering & College of Microelectronics, Nanjing University of Posts and TelecommunicationsNational Quality Supervision and Testing Centre for RFID Products (Jiangsu), Jiangsu Institute of Quality and StandardizationAbstract In millimeter wave (mmWave) massive MIMO (multiple-input multiple-output) systems, it is difficult to apply conventional digital precoding techniques due to hardware constraints. Fortunately, the hybrid precoding can be utilized to reduce power consumption and high costs. In this paper, a codebook-based hybrid precoding scheme for downlink multiuser mmWave massive MIMO systems is proposed. Our main idea is that the analog and digital precoders are designed separately to maximize the achievable sum rate. In the analog domain, we take the potential multiuser conflict and angular domain of channel matrix into consideration and propose an efficient conflicting-aware (CA) beam-column selection method to obtain a discrete Fourier transform (DFT) codebook-based analog precoder. According to the CA method, all users are classified into two groups, i.e., conflicting users (CUs) and non-conflicting users (NCUs). Different criteria of beam-column selection are applied for the two user groups. Then, zero-forcing (ZF) digital precoder is directly used in the digital domain. Simulation results illustrate that our proposed algorithm which has low complexity achieves satisfactory SR performance, which approaches that of the full digital precoding (the upper bound) and outperforms other existing hybrid algorithms.http://link.springer.com/article/10.1186/s13634-020-00669-4mmWaveMassive MIMOHybrid precodingDFTCodebook
collection DOAJ
language English
format Article
sources DOAJ
author Yu Huang
Chen Liu
Yunchao Song
Xiaolei Yu
spellingShingle Yu Huang
Chen Liu
Yunchao Song
Xiaolei Yu
DFT codebook-based hybrid precoding for multiuser mmWave massive MIMO systems
EURASIP Journal on Advances in Signal Processing
mmWave
Massive MIMO
Hybrid precoding
DFT
Codebook
author_facet Yu Huang
Chen Liu
Yunchao Song
Xiaolei Yu
author_sort Yu Huang
title DFT codebook-based hybrid precoding for multiuser mmWave massive MIMO systems
title_short DFT codebook-based hybrid precoding for multiuser mmWave massive MIMO systems
title_full DFT codebook-based hybrid precoding for multiuser mmWave massive MIMO systems
title_fullStr DFT codebook-based hybrid precoding for multiuser mmWave massive MIMO systems
title_full_unstemmed DFT codebook-based hybrid precoding for multiuser mmWave massive MIMO systems
title_sort dft codebook-based hybrid precoding for multiuser mmwave massive mimo systems
publisher SpringerOpen
series EURASIP Journal on Advances in Signal Processing
issn 1687-6180
publishDate 2020-03-01
description Abstract In millimeter wave (mmWave) massive MIMO (multiple-input multiple-output) systems, it is difficult to apply conventional digital precoding techniques due to hardware constraints. Fortunately, the hybrid precoding can be utilized to reduce power consumption and high costs. In this paper, a codebook-based hybrid precoding scheme for downlink multiuser mmWave massive MIMO systems is proposed. Our main idea is that the analog and digital precoders are designed separately to maximize the achievable sum rate. In the analog domain, we take the potential multiuser conflict and angular domain of channel matrix into consideration and propose an efficient conflicting-aware (CA) beam-column selection method to obtain a discrete Fourier transform (DFT) codebook-based analog precoder. According to the CA method, all users are classified into two groups, i.e., conflicting users (CUs) and non-conflicting users (NCUs). Different criteria of beam-column selection are applied for the two user groups. Then, zero-forcing (ZF) digital precoder is directly used in the digital domain. Simulation results illustrate that our proposed algorithm which has low complexity achieves satisfactory SR performance, which approaches that of the full digital precoding (the upper bound) and outperforms other existing hybrid algorithms.
topic mmWave
Massive MIMO
Hybrid precoding
DFT
Codebook
url http://link.springer.com/article/10.1186/s13634-020-00669-4
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AT chenliu dftcodebookbasedhybridprecodingformultiusermmwavemassivemimosystems
AT yunchaosong dftcodebookbasedhybridprecodingformultiusermmwavemassivemimosystems
AT xiaoleiyu dftcodebookbasedhybridprecodingformultiusermmwavemassivemimosystems
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