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Low Complexity Hybrid Precoding for Broadband mmWave Massive MIMO SystemsHUANG, Y. , LIU, C. , SONG, Y.
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millimeter wave communication, MIMO, signal processing, wireless communication, wideband
wave(10), precoding(10), millimeter(10), hybrid(10), communications(10), systems(8), signal(6), processing(6), mimo(6), heath(6)
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About this article
Date of Publication: 2018-11-30
Volume 18, Issue 4, Year 2018, On page(s): 35 - 42
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2018.04004
Web of Science Accession Number: 000451843400004
SCOPUS ID: 85058804615
Hybrid precoding becomes a candidate for Millimeter wave (mmWave) massive MIMO (Multiple-Input and Multiple-Output) systems because it can extremely reduce power consumption and high costs. Most prior work considered hybrid precoding for narrowband systems. However, wideband systems with frequency selectivity are likely to be operated in the future. In broadband systems, a common analogue precoder is designed for the overall frequency band whereas different digital precoders are employed in different subcarriers. In this paper, we propose the hybrid precoding schemes for broadband mmWave massive MIMO systems. First, the hybrid single-user (SU) algorithm is proposed for a single-user system. The common analogue precoding matrix is derived from the Equal Gain Transmission (EGT) method and the digital precoding matrices for different subcarriers are employed based on directly water-filling technique. Second, the hybrid multi-user (MU) algorithm is proposed for a multi-user system. Gram-Schmidt orthogonalization is added in the analogue domain and zero-forcing (ZF) is utilized for digital precoders in order to nullify inter-user interference. Simulation results show that our proposed hybrid schemes with low complexity can almost reach the performance of fully digital precoding algorithm and outperform other hybrid algorithms.
|References|||||Cited By «-- Click to see who has cited this paper|
| A. Alkhateeb, O. El Ayach, G. Leus, R. W. Heath, "Channel estimation and hybrid precoding for millimeter wave cellular system," IEEE J. Sel. Topics in Signal Processing, vol.11, no.3, pp.831-846, 2014. |
[CrossRef] [Web of Science Times Cited 653] [SCOPUS Times Cited 749]
 P. Amadori, C. Masouros, "Low RF-complexity millimeter-wave beamspace-MIMO systems by beam selection," IEEE Trans. on Communications, vol.63, no. 6, pp. 2212-2222, 2015.
[CrossRef] [Web of Science Times Cited 83] [SCOPUS Times Cited 95]
 Omar El Ayach, Sridhar Rajagopal, Shadi Abu-Surra, Zhouyue Pi, Robert W. Heath, "Spatially sparse precoding in millimeter wave MIMO systems," IEEE Trans. on Wireless Communications, vol.13, no.3, pp. 1499-1513, 2014.
[CrossRef] [Web of Science Times Cited 812] [SCOPUS Times Cited 987]
 A. Alkhateeb, G. Leus, R. W. Heath, "Limited feedback hybrid precoding for multi-user millimeter wave systems," IEEE Trans. on Wireless Communications, vol.14, no.11, pp. 6481-6494, 2015.
[CrossRef] [Web of Science Times Cited 297] [SCOPUS Times Cited 353]
 F. Sohrabi, W. Yu, "Hybrid Digital and Analog Beamforming Design for Large-Scale Antenna Arrays," IEEE J. Sel. Topics in Signal Processing, vol.10, no.3, pp. 501-513, 2016.
[CrossRef] [Web of Science Times Cited 233] [SCOPUS Times Cited 272]
 F. Sohrabi, W. Yu, "Hybrid Analog and Digital Beamforming for mmWave OFDM Large-Scale Antenna Arrays," IEEE J. Sel. Areas in Communications, vol.35, no.7, pp. 1432-1443, 2017.
[CrossRef] [Web of Science Times Cited 46] [SCOPUS Times Cited 53]
 Ahmed Alkhateeb, Robert W. Heath, "Frequency Selective Hybrid Precoding for Limited Feedback Millimeter Wave Systems," IEEE Trans. on Communications, vol. 64, no. 5, pp. 1801-1818, 2016.
[CrossRef] [Web of Science Times Cited 124] [SCOPUS Times Cited 143]
 Chandra R. Murthy, Bhaskar D. Rao, "Quantization Methods for Equal Gain Transmission with Finite Rate Feedback," IEEE Trans. on Signal Processing, vol.55, no.1, pp. 233-245, 2007.
[CrossRef] [Web of Science Times Cited 40] [SCOPUS Times Cited 45]
 Hichan Moon, "Waterfilling Power Allocation at High SNR Regimes," IEEE Trans. on Communications, vol. 59, no.3, pp. 708 - 715, 2011.
[CrossRef] [Web of Science Times Cited 6] [SCOPUS Times Cited 7]
 Jun Chen, Chao Tian and etc, "Multiple Description Quantization Via Gram-Schmidt Orthogonalization," IEEE Trans. on Information Theory, vol. 52, no.12, pp: 5197-5217, 2006.
[CrossRef] [Web of Science Times Cited 41] [SCOPUS Times Cited 47]
 Thuy M. Pham, Ronan Farrell, John Dooley, Eryk Dutkiewicz, Diep N. Nguyen, Le-Nam Tran, "Efficient Zero-forcing Precoder Design for Weighted Sum-rate Maximization with Per-antenna Power Constraint," IEEE Trans. on Vehicular Technology, vol.67, no.4, pp. 3640- 3645,2017.
[CrossRef] [Web of Science Times Cited 5] [SCOPUS Times Cited 5]
 Z. Gao,L. Dai, C. Hu, and Z. Wang, "Channel estimation for millimeter-Wave massive MIMO with hybrid precoding over frequency-selective fading channels," IEEE Communications Letters, vol. 20, no. 6, pp. 1259-1262, 2016.
[CrossRef] [Web of Science Times Cited 63] [SCOPUS Times Cited 70]
 Xianghao Yu, Juei-Chin Shen, Jun Zhang, Khaled B. Letaief, "Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO Systems," IEEE J. Sel. Topics in Signal Processing, vol.10, no.3, pp. 485-500, 2016.
[CrossRef] [Web of Science Times Cited 178] [SCOPUS Times Cited 201]
 Chang-Shen Lee, Wei-Ho Chung, "Max-Min Hybrid Precoding in Millimeter Wave Cooperative MISO Systems," Proc. Int. Conf. IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May. 2016, pp. 1-6.
[CrossRef] [SCOPUS Times Cited 3]
 Shiwen He, Jiaheng Wang, Yongming Huang, Björn Ottersten, Wei Hong, "Codebook-Based Hybrid Precoding for Millimeter Wave Multiuser Systems," IEEE Trans. on Signal Processing, vol.65, no.20, pp.5289 - 5304, 2017.
[CrossRef] [Web of Science Times Cited 42] [SCOPUS Times Cited 46]
 Shajahan Kutty, Debarati Sen, "Beamforming for Millimeter Wave Communications: An Inclusive Survey," IEEE Communications Surveys & Tutorials, vol.18, no.2, pp. 949 - 973, 2016.
[CrossRef] [Web of Science Times Cited 118] [SCOPUS Times Cited 147]
 Hussein Seleem, Ahmed Iyanda Sulyman, Abdullhameed Alsanie, "Hybrid Precoding-Beamforming Design with Hadamard RF Codebook for mmWave Large-Scale MIMO Systems," IEEE Access, vol. 5, pp.6813 - 6823, 2017.
[CrossRef] [Web of Science Times Cited 14] [SCOPUS Times Cited 19]
 D. Tse and P. Viswanath, Fundamentals of Wireless Communication. Cambridge University Press, pp.300-311, 2005.
 J. Choi, B. Mondal, and R. Heath, "Interpolation based unitary precoding for spatial multiplexing MIMO-OFDM with limited feedback," IEEE Trans. on Signal Processing, vol.54, no.12, pp. 4730-4740, 2006.
[CrossRef] [Web of Science Times Cited 48] [SCOPUS Times Cited 65]
 J. Tropp, I. Dhillon, R. Heath, and T. Strohmer, "Designing structured tight frames via an alternating projection method," IEEE Trans. on Information Theory, vol.51, no.1, pp. 188-209, 2005.
[CrossRef] [Web of Science Times Cited 232] [SCOPUS Times Cited 284]
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