An Efficient CSI Feedback Scheme for Dual-Polarized Massive MIMO

As an effective solution to the tradeoff between array size and the number of antenna elements, dual-polarization antenna is widely utilized in massive MIMO systems. However, the existing channel state information (CSI) feedback schemes are not suitable for dual-polarized massive MIMO as they ignore...

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Main Authors: Feng Zheng, Yijian Chen, Bowen Pang, Chen Liu, Shichuan Wang, Dewen Fan, Jie Zhang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8306491/
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spelling doaj-342490605774492692c7235650f1b0ef2021-03-29T20:44:37ZengIEEEIEEE Access2169-35362018-01-016234202343010.1109/ACCESS.2018.28118388306491An Efficient CSI Feedback Scheme for Dual-Polarized Massive MIMOFeng Zheng0Yijian Chen1Bowen Pang2Chen Liu3Shichuan Wang4https://orcid.org/0000-0003-0925-1298Dewen Fan5Jie Zhang6Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing, ChinaZTE Corporation, Shenzhen, ChinaInternational School, Beijing University of Posts and Telecommunications, Beijing, ChinaBeijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing, ChinaBeijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing, ChinaBeijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing, ChinaDepartment of Electronic and Electrical Engineering, The University of Sheffield, Sheffield, U.K.As an effective solution to the tradeoff between array size and the number of antenna elements, dual-polarization antenna is widely utilized in massive MIMO systems. However, the existing channel state information (CSI) feedback schemes are not suitable for dual-polarized massive MIMO as they ignore the polarization leakage between the polarization directions, causing significant performance degradation. To facilitate accurate channel acquisition, this paper proposes a practical channel model for dual-polarized massive MIMO by taking polarization leakage into consideration. The model formulates the channel as the sum of two components, i.e., the ideal polarization channel and the polarization leakage channel between the polarization directions. Based on the channel model, the eigenvector structures of both the ideal polarization channel and the polarization leakage channel are analyzed. Moreover, two novel CSI feedback schemes are also designed, i.e., explicit feedback scheme (EFS) and implicit feedback scheme (IFS). In EFS, the parameters determining the eigenvectors of the two channels are fed back explicitly, while the two channels are fed back using predetermined codebook in IFS. Extensive link level and system level simulations are conducted to validate the performance of the proposed schemes and the results show that they significantly outperform the existing CSI feedback schemes.https://ieeexplore.ieee.org/document/8306491/Dual polarization antennamassive MIMOCSI feedbackpolarization leakage
collection DOAJ
language English
format Article
sources DOAJ
author Feng Zheng
Yijian Chen
Bowen Pang
Chen Liu
Shichuan Wang
Dewen Fan
Jie Zhang
spellingShingle Feng Zheng
Yijian Chen
Bowen Pang
Chen Liu
Shichuan Wang
Dewen Fan
Jie Zhang
An Efficient CSI Feedback Scheme for Dual-Polarized Massive MIMO
IEEE Access
Dual polarization antenna
massive MIMO
CSI feedback
polarization leakage
author_facet Feng Zheng
Yijian Chen
Bowen Pang
Chen Liu
Shichuan Wang
Dewen Fan
Jie Zhang
author_sort Feng Zheng
title An Efficient CSI Feedback Scheme for Dual-Polarized Massive MIMO
title_short An Efficient CSI Feedback Scheme for Dual-Polarized Massive MIMO
title_full An Efficient CSI Feedback Scheme for Dual-Polarized Massive MIMO
title_fullStr An Efficient CSI Feedback Scheme for Dual-Polarized Massive MIMO
title_full_unstemmed An Efficient CSI Feedback Scheme for Dual-Polarized Massive MIMO
title_sort efficient csi feedback scheme for dual-polarized massive mimo
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description As an effective solution to the tradeoff between array size and the number of antenna elements, dual-polarization antenna is widely utilized in massive MIMO systems. However, the existing channel state information (CSI) feedback schemes are not suitable for dual-polarized massive MIMO as they ignore the polarization leakage between the polarization directions, causing significant performance degradation. To facilitate accurate channel acquisition, this paper proposes a practical channel model for dual-polarized massive MIMO by taking polarization leakage into consideration. The model formulates the channel as the sum of two components, i.e., the ideal polarization channel and the polarization leakage channel between the polarization directions. Based on the channel model, the eigenvector structures of both the ideal polarization channel and the polarization leakage channel are analyzed. Moreover, two novel CSI feedback schemes are also designed, i.e., explicit feedback scheme (EFS) and implicit feedback scheme (IFS). In EFS, the parameters determining the eigenvectors of the two channels are fed back explicitly, while the two channels are fed back using predetermined codebook in IFS. Extensive link level and system level simulations are conducted to validate the performance of the proposed schemes and the results show that they significantly outperform the existing CSI feedback schemes.
topic Dual polarization antenna
massive MIMO
CSI feedback
polarization leakage
url https://ieeexplore.ieee.org/document/8306491/
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