A Spectral Efficient Hybrid Precoding Algorithm for MmWave MIMO Systems
Millimeter-wave MIMO will use hybrid precoding to improve the spectral efficiency. In this paper, we propose a spectral efficient hybrid precoding algorithm. In order to maximize the projection of hybrid precoding matrix on the optimal precoding matrix, we design the analog precoding matrix by selec...
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| Published in: | Procedia computer science Vol. 174; pp. 584 - 590 |
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| Main Authors: | , |
| Format: | Journal Article |
| Language: | English |
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Elsevier B.V
2020
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| ISSN: | 1877-0509, 1877-0509 |
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| Abstract | Millimeter-wave MIMO will use hybrid precoding to improve the spectral efficiency. In this paper, we propose a spectral efficient hybrid precoding algorithm. In order to maximize the projection of hybrid precoding matrix on the optimal precoding matrix, we design the analog precoding matrix by selecting an optimal combination from the candidate matrix. Then, we regard the channel matrix and the obtained analog precoding matrix as an equivalent channel matrix, and use regularized zero-forcing to acquire the digital precoding matrix. Finally, we present simulation results of the proposed hybrid precoding algorithm and show that the algorithm approaches the optimal precoding. |
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| AbstractList | Millimeter-wave MIMO will use hybrid precoding to improve the spectral efficiency. In this paper, we propose a spectral efficient hybrid precoding algorithm. In order to maximize the projection of hybrid precoding matrix on the optimal precoding matrix, we design the analog precoding matrix by selecting an optimal combination from the candidate matrix. Then, we regard the channel matrix and the obtained analog precoding matrix as an equivalent channel matrix, and use regularized zero-forcing to acquire the digital precoding matrix. Finally, we present simulation results of the proposed hybrid precoding algorithm and show that the algorithm approaches the optimal precoding. |
| Author | Li, Tingting Zhao, Feng |
| Author_xml | – sequence: 1 givenname: Tingting surname: Li fullname: Li, Tingting organization: Key Laboratory of Cognitive Radio and Information Processing, Guilin University of Electronic Technology, Guilin 541004, China – sequence: 2 givenname: Feng surname: Zhao fullname: Zhao, Feng email: zhaofeng@guet.edu.cn organization: Guangxi Colleges and Universities Key Laboratory of Complex System Optimization and Big Data Processing, Yulin Normal University, Yulin, China |
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| Keywords | Millimeter wave MIMO equivalent channel matrix candidate matrix hybrid precoding spectral efficiency |
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| SubjectTerms | candidate matrix equivalent channel matrix hybrid precoding Millimeter wave MIMO spectral efficiency |
| Title | A Spectral Efficient Hybrid Precoding Algorithm for MmWave MIMO Systems |
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