Throughput, Spectral, and Energy Efficiency of 5G Massive MIMO Applications Using Different Linear Precoding Schemes

M. Mourad Mabrook, Ibrahim Salah Ibrahim, Kamel Hussein Rahouma, Aziza I. Hussein

Abstract


— A promising massive multiple input multiple output (M-MIMO) system is required to meet the growing need for highly traffic data, highly-resolution of streaming video, and intelligent communication on the fifth-generation wireless networks (5G). M-MIMO systems are essential for the optimization of the trade between energy efficiency (EE), throughput (R), and spectral _efficiency (SE) in wireless 5G networks. M-MIMO system architecture is proposed in this paper to enhance the trade-off between energy efficiency and uplink and downlink throughput at the optimum EE. Furthermore, using linear precoding techniques such as M MMSE, RZF, ZF, and MR, the EE-SE trade-off is optimized for uplink and downlink (M-MIMO) systems. The analysis of simulation results proved that throughput (R) is enhanced by increasing the number of antennas at optimum EE. After that, the proposed trading scheme is optimized and improved using M_MMSE compared to RZF, ZF. Finally, the results prove that M_MMSE gives the optimum trade-off between EE and R at the proved optimum ratio between the number of active antennas and the number of active users UEs


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References


J. Andrews, S. Buzzi, W. Choi, S. Hanly, A. Lozano, A. Soong, and J. C. Zhang, “What will 5G be?,” IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1065–1082, 2014 DOI: 10.1109/JSAC.2014.2328098

Marzetta, Thomas L. "Massive MIMO: an introduction." Bell Labs TechnicalJournal 20,pp.11-22,2015.‏DOI: 10.15325/BLTJ.2015.2407793

Larsson, Erik G., et al. "Massive MIMO for next generation wireless systems." IEEE communications magazine 522,pp. 186-195,2014.‏ DOI: 10.1109/MCOM.2014.6736761

H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, “Energy and spectral efficiency of very large multiuser MIMO systems,” IEEE Trans. Commun., vol. 61, no. 4, pp. 1436–1449, 2013 10.1109/TCOMM.2013.020413.110848

Ali, Asif, et al. "Spectral efficiency of massive MIMO communication systems with zero forcing and maximum ratio beamforming." Int. J. Adv. Comput. Sci. Appl 9.12 (2018): 383-388.

‏

Björnson, Emil, et al. "Optimal design of energy-efficient multi-user MIMO systems: Is massive MIMO the answer?." IEEE Transactions on wireless communications 14.6 (2015): 3059-3075. DOI: 10.1109/TWC.2015.2400437

‏

Salah, Ibrahim, et al. "Comparative study of efficiency enhancement technologies in 5G networks-A survey." Procedia Computer Science 182 (2021): 150-158. ‏ doi.org/10.1016/j.procs.2021.02.020

Prasad, KNR Surya Vara, Ekram Hossain, and Vijay K. Bhargava. "Energy efficiency in massive MIMO-based 5G networks: Opportunities and challenges." IEEE Wireless Communications :pp. 86-94, 2017. DOI: 10.1109/MWC.2016.1500374WC

Nguyen, Tri Minh, and Long Bao Le. "Joint pilot assignment and resource allocation in multicell massive MIMO network: Throughput and energy efficiency maximization."Wireless Communications and Networking Conference (WCNC). IEEE, 2015.‏ DOI: 10.1109/WCNC.2015.7127502

Li, Jiahui, et al. "Energy-efficient Butler-matrix-based hybrid beamforming for multiuser mmWave MIMO system." Science China Information Sciences 60.8 (2017): 1-10.

‏

A. Salh, L. Audah, N. S. M. Shah, and S. A. Hamzah, " Trade-Off Energy and Spectral Efficiency in a Downlink Massive MIMO System". Wireless Personal Communications, vol.106, no.2, pp.897-910, 2019.

Hao, Yuanyuan, et al. "Energy-and spectral-efficiency tradeoff in massive MIMO systems with inter-user interference." 2015 IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC). IEEE, 2015.‏ 10.1109/PIMRC.2015.7343361

Jung, Minchae, et al. "Asymptotic distribution of system capacity in multiuser MIMO systems with large number of antennas." 2013 IEEE 77th Vehicular Technology Conference (VTC Spring). IEEE, 2013.‏ DOI: 10.1109/VTCSpring.2013.6692462

Mabrook, M. Mourad, Hussein A. Khalil, and Aziza I.Hussein. "Artificial intelligence based cooperative spectrum sensing algorithm for cognitive radio networks." Procedia Computer Science 163 (2019):19-29.‏ doi.org/10.1016/j.procs.2019.12.081

Salah, Ibrahim, et al. "Energy efficiency optimization in adaptive massive MIMO networks for 5G applications using genetic algorithm." Optical and Quantum Electronics 54.2 (2022): 1-11.‏

Björnson, Emil, et al. "Optimal design of energy-efficient multi-user MIMO systems: Is massive MIMO the answer?." IEEE Transactions on wireless communications 14.6 (2015): 3059-3075.‏ DOI: 10.1109/TWC.2015.2400437

Miao, Guowang, et al. "Fundamentals of mobile data networks." Cambridge University Press, 2016.‏

Lathi,and Bhagwandas Pannalal." Modern digital and analog communication systems." Oxford university press, 1998.

Ngo, Hien Quoc, Michail Matthaiou, and Erik G. Larsson. "Performance analysis of large scale MU-MIMO with optimal linear receivers." 2012 Swedish Communication Technologies Workshop (Swe-CTW). IEEE, 2012.

Nayebi, Elina, et al. "Precoding and power optimization in cell-free massive MIMO systems." IEEE Transactions on Wireless Communications 16.7 (2017): 4445-4459.‏‏ DOI: 10.1109/TWC.2017.2698449

Li, Xueru, et al. "Massive MIMO with multi-cell MMSE processing: Exploiting all pilots for interference suppression." EURASIP Journal on Wireless Communications and Networking 2017.1 (2017): 1-15.‏

Neumann, David, Michael Joham, and Wolfgang Utschick. "On MSE based receiver design for massive MIMO." SCC 2017; 11th International ITG Conference on Systems, Communications and Coding. VDE, 2017


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