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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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 |
_version_ |
1724195086565113856 |