Switch and Inverter Based Hybrid Precoding Algorithm for mmWave Massive MIMO System: Analysis on Sum-Rate and Energy-Efficiency
In millimeter-wave (mmWave)-based massive multiple-input-multiple-output (MIMO) systems, hybrid precoding is considered one of the indispensable techniques in the next generation wireless communication systems (5G) to reduce the number of radio-frequency (RF) chains. However, the existing hybrid pre...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2019-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8686087/ |
| _version_ | 1818922188418318336 |
|---|---|
| author | Mengqian Tian Jianing Zhang Yu Zhao Lianjun Yuan Jie Yang Guan Gui |
| author_facet | Mengqian Tian Jianing Zhang Yu Zhao Lianjun Yuan Jie Yang Guan Gui |
| author_sort | Mengqian Tian |
| collection | DOAJ |
| description | In millimeter-wave (mmWave)-based massive multiple-input-multiple-output (MIMO) systems, hybrid precoding is considered one of the indispensable techniques in the next generation wireless communication systems (5G) to reduce the number of radio-frequency (RF) chains. However, the existing hybrid precoding techniques often cause performance loss. To solve this problem, the switch and inverter (SI)-based hybrid precoding architecture has been proposed recently as an energy-efficient solution for these challenges. In this paper, a detailed performance analysis on sum-rate as well as energy-efficiency is provided through simulation on the two-stage hybrid precoding, antenna selection (AS)-based hybrid precoding, and adaptive cross-entropy (ACE)-based hybrid precoding. It is aimed to prove that the performance of the ACE-based scheme is much superior to that of the others with the limited ranges of values of all parameters. At last, the suitable parameters are determined and we prove that they can lead to the optimal performance. |
| first_indexed | 2024-12-20T01:49:34Z |
| format | Article |
| id | doaj.art-f1a49c18805344edba6ebfc8d8856a0a |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-20T01:49:34Z |
| publishDate | 2019-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-f1a49c18805344edba6ebfc8d8856a0a2022-12-21T19:57:40ZengIEEEIEEE Access2169-35362019-01-017494484945510.1109/ACCESS.2019.29100948686087Switch and Inverter Based Hybrid Precoding Algorithm for mmWave Massive MIMO System: Analysis on Sum-Rate and Energy-EfficiencyMengqian Tian0Jianing Zhang1Yu Zhao2Lianjun Yuan3Jie Yang4Guan Gui5https://orcid.org/0000-0003-3888-2881College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, ChinaSchool of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, ChinaCollege of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, ChinaCollege of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, ChinaCollege of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, ChinaCollege of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, ChinaIn millimeter-wave (mmWave)-based massive multiple-input-multiple-output (MIMO) systems, hybrid precoding is considered one of the indispensable techniques in the next generation wireless communication systems (5G) to reduce the number of radio-frequency (RF) chains. However, the existing hybrid precoding techniques often cause performance loss. To solve this problem, the switch and inverter (SI)-based hybrid precoding architecture has been proposed recently as an energy-efficient solution for these challenges. In this paper, a detailed performance analysis on sum-rate as well as energy-efficiency is provided through simulation on the two-stage hybrid precoding, antenna selection (AS)-based hybrid precoding, and adaptive cross-entropy (ACE)-based hybrid precoding. It is aimed to prove that the performance of the ACE-based scheme is much superior to that of the others with the limited ranges of values of all parameters. At last, the suitable parameters are determined and we prove that they can lead to the optimal performance.https://ieeexplore.ieee.org/document/8686087/mmWave massive MIMOenergy-efficiencysum-ratehybrid precodingperformance analysis |
| spellingShingle | Mengqian Tian Jianing Zhang Yu Zhao Lianjun Yuan Jie Yang Guan Gui Switch and Inverter Based Hybrid Precoding Algorithm for mmWave Massive MIMO System: Analysis on Sum-Rate and Energy-Efficiency IEEE Access mmWave massive MIMO energy-efficiency sum-rate hybrid precoding performance analysis |
| title | Switch and Inverter Based Hybrid Precoding Algorithm for mmWave Massive MIMO System: Analysis on Sum-Rate and Energy-Efficiency |
| title_full | Switch and Inverter Based Hybrid Precoding Algorithm for mmWave Massive MIMO System: Analysis on Sum-Rate and Energy-Efficiency |
| title_fullStr | Switch and Inverter Based Hybrid Precoding Algorithm for mmWave Massive MIMO System: Analysis on Sum-Rate and Energy-Efficiency |
| title_full_unstemmed | Switch and Inverter Based Hybrid Precoding Algorithm for mmWave Massive MIMO System: Analysis on Sum-Rate and Energy-Efficiency |
| title_short | Switch and Inverter Based Hybrid Precoding Algorithm for mmWave Massive MIMO System: Analysis on Sum-Rate and Energy-Efficiency |
| title_sort | switch and inverter based hybrid precoding algorithm for mmwave massive mimo system analysis on sum rate and energy efficiency |
| topic | mmWave massive MIMO energy-efficiency sum-rate hybrid precoding performance analysis |
| url | https://ieeexplore.ieee.org/document/8686087/ |
| work_keys_str_mv | AT mengqiantian switchandinverterbasedhybridprecodingalgorithmformmwavemassivemimosystemanalysisonsumrateandenergyefficiency AT jianingzhang switchandinverterbasedhybridprecodingalgorithmformmwavemassivemimosystemanalysisonsumrateandenergyefficiency AT yuzhao switchandinverterbasedhybridprecodingalgorithmformmwavemassivemimosystemanalysisonsumrateandenergyefficiency AT lianjunyuan switchandinverterbasedhybridprecodingalgorithmformmwavemassivemimosystemanalysisonsumrateandenergyefficiency AT jieyang switchandinverterbasedhybridprecodingalgorithmformmwavemassivemimosystemanalysisonsumrateandenergyefficiency AT guangui switchandinverterbasedhybridprecodingalgorithmformmwavemassivemimosystemanalysisonsumrateandenergyefficiency |