Robust Hybrid Beamforming Scheme for Millimeter-Wave Massive-MIMO 5G Wireless Networks

被引:33
作者
Mohammed, Saleem Latteef [1 ]
Alsharif, Mohammed H. [2 ]
Gharghan, Sadik Kamel [1 ]
Khan, Imran [3 ]
Albreem, Mahmoud [4 ]
机构
[1] Middle Tech Univ, Elect Engn Tech Coll, Dept Med Instrumentat Tech Engn, Baghdad 10013, Iraq
[2] Sejong Univ, Coll Elect & Informat Engn, Dept Elect Engn, 209 Neungdong Ro, Seoul 05006, South Korea
[3] Univ Engn & Technol, Dept Elect Engn, Peshawar 814, Kpk, Pakistan
[4] ASharqiyah Univ, Dept Elect & Commun Engn, Ibra 400, Oman
来源
SYMMETRY-BASEL | 2019年 / 11卷 / 11期
关键词
massive MIMO; precoding scheme; hybrid beamforming; mmWave; RF chain; LOW-COMPLEXITY; COMMUNICATION; SYSTEMS; DESIGN; ANALOG;
D O I
10.3390/sym11111424
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Wireless networks employing millimeter-wave (mmWave) and Massive Multiple-Input Multiple-Output (MIMO) technologies are a key approach to boost network capacity, coverage, and quality of service (QoS) for future communications. They deploy symmetric antennas on a large scale in order to enhance the system throughput and data rate. However, increasing the number of antennas and Radio Frequency (RF) chains results in high computational complexity and more energy requirements. Therefore, to solve these problems, this paper proposes a low-complexity hybrid beamforming scheme for mmWave Massive-MIMO 5G wireless networks. The proposed algorithm is on the basis of alternating the minimum mean square error (Alt-MMSE) hybrid beamforming technique in which the orthogonal properties of the digital matrix were designed, and then the MSE of the transmitted and received signal was reduced. The phase of the analog matrix was obtained from the updated digital matrix. Simulation results showed that the proposed hybrid beamforming algorithm had better performance than existing state-of-the-art algorithms, and similar performance with the optimal digital precoding algorithm.
引用
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页数:18
相关论文
共 29 条
[1]   A Survey on Hybrid Beamforming Techniques in 5G: Architecture and System Model Perspectives [J].
Ahmed, Irfan ;
Khammari, Hedi ;
Shahid, Adnan ;
Musa, Ahmed ;
Kim, Kwang Soon ;
De Poorter, Eli ;
Moerman, Ingrid .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (04) :3060-3097
[2]   An Efficient Precoding Scheme for Millimeter-Wave Massive MIMO Systems [J].
Alemaishat, Salem ;
Saraereh, Omar A. ;
Khan, Imran ;
Affes, Sophene H. ;
Li, Xingwang ;
Lee, Jeong Woo .
ELECTRONICS, 2019, 8 (09)
[3]   Small Cells Integration with the Macro-Cell Under LTE Cellular Networks and Potential Extension for 5G [J].
Alsharif, Mohammed H. ;
Nordin, Rosdiadee ;
Shakir, Mohammed Mudhafer ;
Ramly, Athirah Mohd .
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2019, 14 (06) :2455-2465
[4]   How to make key 5G wireless technologies environmental friendly: A review [J].
Alsharif, Mohammed H. ;
Nordin, Rosdiadee ;
Abdullah, Nor Fadzilah ;
Kelechi, Anabi Hilary .
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2018, 29 (01)
[5]   Evolution towards fifth generation (5G) wireless networks: Current trends and challenges in the deployment of millimetre wave, massive MIMO, and small cells [J].
Alsharif, Mohammed H. ;
Nordin, Rosdiadee .
TELECOMMUNICATION SYSTEMS, 2017, 64 (04) :617-637
[6]   Modeling and Analyzing Millimeter Wave Cellular Systems [J].
Andrews, Jeffrey G. ;
Bai, Tianyang ;
Kulkarni, Mandar N. ;
Alkhateeb, Ahmed ;
Gupta, Abhishek K. ;
Heath, Robert W., Jr. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2017, 65 (01) :403-430
[7]   What Will 5G Be? [J].
Andrews, Jeffrey G. ;
Buzzi, Stefano ;
Choi, Wan ;
Hanly, Stephen V. ;
Lozano, Angel ;
Soong, Anthony C. K. ;
Zhang, Jianzhong Charlie .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) :1065-1082
[8]  
[Anonymous], 2007, ENTROPY SEARCH COMPL
[9]   A Joint Approach for Low-Complexity Channel Estimation in 5G Massive MIMO Systems [J].
Bangash, Kifayatullah ;
Khan, Imran ;
Lloret, Jaime ;
Leon, Antonio .
ELECTRONICS, 2018, 7 (10)
[10]   MASSIVE MIMO IN SUB-6 GHZ AND MMWAVE: PHYSICAL, PRACTICAL, AND USE-CASE DIFFERENCES [J].
Bjornson, Emil ;
Van der Perre, Liesbet ;
Buzzi, Stefano ;
Larsson, Erik G. .
IEEE WIRELESS COMMUNICATIONS, 2019, 26 (02) :100-108