Low Complexity and Robust Codebook-Based Analog Beamforming for Millimeter Wave MIMO Systems

Millimeter-wave (mm-Wave) MIMO systems have been proposed to achieve higher spectral efficiency via the hybrid beamforming structure, which consists of analog beamforming and digital beamforming. In analog beamforming, each antenna subarray generates a codebook-based directional beam, which determin...

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Main Authors: Yong Niu, Ziqi Feng, Min Chen, Yong Li, Zhangdui Zhong, Bo Ai
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8047946/
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spelling doaj-5367aad0c50041c69011c198c54402a62021-03-29T20:13:24ZengIEEEIEEE Access2169-35362017-01-015198241983410.1109/ACCESS.2017.27532858047946Low Complexity and Robust Codebook-Based Analog Beamforming for Millimeter Wave MIMO SystemsYong Niu0Ziqi Feng1Min Chen2https://orcid.org/0000-0002-0960-4447Yong Li3https://orcid.org/0000-0001-5617-1659Zhangdui Zhong4Bo Ai5State Key Laboratory of Rail Traffic Control and Safety, School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, ChinaDepartment of Electronic Engineering, State Key Laboratory on Microwave and Digital Communications, Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing, ChinaSchool of Computer Science and Technology, Wuhan, ChinaDepartment of Electronic Engineering, State Key Laboratory on Microwave and Digital Communications, Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing, ChinaState Key Laboratory of Rail Traffic Control and Safety, School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, ChinaState Key Laboratory of Rail Traffic Control and Safety, School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, ChinaMillimeter-wave (mm-Wave) MIMO systems have been proposed to achieve higher spectral efficiency via the hybrid beamforming structure, which consists of analog beamforming and digital beamforming. In analog beamforming, each antenna subarray generates a codebook-based directional beam, which determines the equivalent MIMO channel. Then, digital beamforming can be applied to fully exploit the spatial multiplexing gain of MIMO channels. In this paper, we propose a low-complexity analog beam selection scheme to achieve near-optimal spectral efficiency for the split hybrid beamforming system. The core of our scheme is the beam selection criterion, which is derived from capacity analysis. Furthermore, we propose a beam switching algorithm to ensure the robustness when blockage occurs. Through simulations under different channel conditions, the near-optimal performance of our scheme is demonstrated, and the beam switching algorithm is able to ensure robust network connectivity and achieve higher channel capacity when the blockage is relived.https://ieeexplore.ieee.org/document/8047946/Millimeter wave communicationMIMOhybrid beamformingcodebookblockage
collection DOAJ
language English
format Article
sources DOAJ
author Yong Niu
Ziqi Feng
Min Chen
Yong Li
Zhangdui Zhong
Bo Ai
spellingShingle Yong Niu
Ziqi Feng
Min Chen
Yong Li
Zhangdui Zhong
Bo Ai
Low Complexity and Robust Codebook-Based Analog Beamforming for Millimeter Wave MIMO Systems
IEEE Access
Millimeter wave communication
MIMO
hybrid beamforming
codebook
blockage
author_facet Yong Niu
Ziqi Feng
Min Chen
Yong Li
Zhangdui Zhong
Bo Ai
author_sort Yong Niu
title Low Complexity and Robust Codebook-Based Analog Beamforming for Millimeter Wave MIMO Systems
title_short Low Complexity and Robust Codebook-Based Analog Beamforming for Millimeter Wave MIMO Systems
title_full Low Complexity and Robust Codebook-Based Analog Beamforming for Millimeter Wave MIMO Systems
title_fullStr Low Complexity and Robust Codebook-Based Analog Beamforming for Millimeter Wave MIMO Systems
title_full_unstemmed Low Complexity and Robust Codebook-Based Analog Beamforming for Millimeter Wave MIMO Systems
title_sort low complexity and robust codebook-based analog beamforming for millimeter wave mimo systems
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2017-01-01
description Millimeter-wave (mm-Wave) MIMO systems have been proposed to achieve higher spectral efficiency via the hybrid beamforming structure, which consists of analog beamforming and digital beamforming. In analog beamforming, each antenna subarray generates a codebook-based directional beam, which determines the equivalent MIMO channel. Then, digital beamforming can be applied to fully exploit the spatial multiplexing gain of MIMO channels. In this paper, we propose a low-complexity analog beam selection scheme to achieve near-optimal spectral efficiency for the split hybrid beamforming system. The core of our scheme is the beam selection criterion, which is derived from capacity analysis. Furthermore, we propose a beam switching algorithm to ensure the robustness when blockage occurs. Through simulations under different channel conditions, the near-optimal performance of our scheme is demonstrated, and the beam switching algorithm is able to ensure robust network connectivity and achieve higher channel capacity when the blockage is relived.
topic Millimeter wave communication
MIMO
hybrid beamforming
codebook
blockage
url https://ieeexplore.ieee.org/document/8047946/
work_keys_str_mv AT yongniu lowcomplexityandrobustcodebookbasedanalogbeamformingformillimeterwavemimosystems
AT ziqifeng lowcomplexityandrobustcodebookbasedanalogbeamformingformillimeterwavemimosystems
AT minchen lowcomplexityandrobustcodebookbasedanalogbeamformingformillimeterwavemimosystems
AT yongli lowcomplexityandrobustcodebookbasedanalogbeamformingformillimeterwavemimosystems
AT zhangduizhong lowcomplexityandrobustcodebookbasedanalogbeamformingformillimeterwavemimosystems
AT boai lowcomplexityandrobustcodebookbasedanalogbeamformingformillimeterwavemimosystems
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