Statistical Analysis of 5G Channel Propagation using MIMO and Massive MIMO Technologies


Volume: 11 | Issue: 4 | Pages: 7417-7423 | August 2021 |


Multiple Input Multiple Output (MIMO) and massive MIMO technologies play a significant role in mitigating five generation (5G) channel propagation impairments. These impairments increase as frequency increases, and they become worse at millimeter-waves (mmWaves). They include difficulties of material penetration, Line-of-Sight (LoS) inflexibility, small cell coverage, weather circumstances, etc. This paper simulates the 5G channel at the E-band frequency using the Monte Carlo approach-based NYUSIM tool. The urban microcell (UMi) is the communication environment of this simulation. Both MIMO and massive MIMO use uniformly spaced rectangular antenna arrays (URA). This study investigates the effects of MIMO and massive MIMO on LOS and Non-LOS (NLOS) environments. The simulations considered directional and omnidirectional antennas, the Power Delay Profile (PDP), Root Mean Square (RMS) delay spread, and small-scale PDP for both LOS and NLOS environments. As expected, the wide variety of the results showed that the massive MIMO antenna outperforms the MIMO antenna, especially in terms of the signal power received at the end-user and for longer path lengths.


MIMO, massive MIMO, millimeter-waves, channel propagation, path loss exponent, RMS delay spread, received power


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Z. A. Shamsan, "A Statistical Channel Propagation Analysis for 5G mmWave at 73 GHz in Urban Microcell," in 5th International Conference of Reliable Information and Communication Technology, Langkawi, Malaysia, Dec. 2021, pp. 748-756.

F. Boccardi, R. W. Heath, A. Lozano, T. L. Marzetta, and P. Popovski, "Five disruptive technology directions for 5G," IEEE Communications Magazine, vol. 52, no. 2, pp. 74-80, Feb. 2014.

Z. A. Shamsan, "Dust Storm and Diffraction Modelling for 5G Spectrum Wireless Fixed Links in Arid Regions," IEEE Access, vol. 7, pp. 162828-162840, 2019.

T. S. Rappaport et al., "Millimeter Wave Mobile Communications for 5G Cellular: It Will Work!," IEEE Access, vol. 1, pp. 335-349, 2013.

A. Al-Shuwaili and T. M. Jamel, "5G Channel Characterization at Millimeter-Wave for Baghdad City: An NYUSIM-based Approach," in 18th International Multi-Conference on Systems, Signals Devices, Monastir, Tunisia, Mar. 2021, pp. 468-473.

R. B. Ertel, P. Cardieri, K. W. Sowerby, T. S. Rappaport, and J. H. Reed, "Overview of spatial channel models for antenna array communication systems," IEEE Personal Communications, vol. 5, no. 1, pp. 10-22, Feb. 1998.

S S. Sun, T. S. Rappaport, R. W. Heath, A. Nix, and S. Rangan, "Mimo for millimeter-wave wireless communications: beamforming, spatial multiplexing, or both?," IEEE Communications Magazine, vol. 52, no. 12, pp. 110-121, Dec. 2014.

"NYUSIM Download Version 3.0," NYU WIRELESS. (accessed Jul. 07, 2021).

S. Ju, O. Kanhere, Y. Xing, and T. S. Rappaport, "A Millimeter-Wave Channel Simulator NYUSIM with Spatial Consistency and Human Blockage," in IEEE Global Communications Conference, Waikoloa, HI, USA, Dec. 2019, pp. 1-6.

S. H. A. Momo and M. M. Mowla, "Statistical Analysis of an Outdoor mmWave Channel Model at 73 GHz for 5G Networks," in International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering, Rajshahi, Bangladesh, Jul. 2019, pp. 1-4.

S. Ju, Y. Xing, O. Kanhere, and T. S. Rappaport, "Millimeter Wave and Sub-Terahertz Spatial Statistical Channel Model for an Indoor Office Building," IEEE Journal on Selected Areas in Communications, vol. 39, no. 6, pp. 1561-1575, Jun. 2021.

H. Q. Ngo, Massive MIMO: Fundamentals and System Designs, vol. 1642. Linkoping, Sweden: Linkoping University Electronic Press, 2015.

P. Viswanath and D. N. C. Tse, "Sum capacity of the vector Gaussian broadcast channel and uplink-downlink duality," IEEE Transactions on Information Theory, vol. 49, no. 8, pp. 1912-1921, Aug. 2003.

D. Gesbert, M. Kountouris, R. W. Heath, C. Chae, and T. Salzer, "Shifting the MIMO Paradigm," IEEE Signal Processing Magazine, vol. 24, no. 5, pp. 36-46, Sep. 2007.

M. Kobayashi, N. Jindal, and G. Caire, "Training and Feedback Optimization for Multiuser MIMO Downlink," IEEE Transactions on Communications, vol. 59, no. 8, pp. 2228-2240, Aug. 2011.

G. Caire and S. Shamai, "On the achievable throughput of a multiantenna Gaussian broadcast channel," IEEE Transactions on Information Theory, vol. 49, no. 7, pp. 1691-1706, Jun. 2003.

T. L. Marzetta, Fundamentals of Massive MIMO. Cambridge, UK: Cambridge University Press, 2016.

S. Sun, G. R. MacCartney, and T. S. Rappaport, "A novel millimeter-wave channel simulator and applications for 5G wireless communications," in IEEE International Conference on Communications, Paris, France, May 2017, pp. 1-7.

S. Dahal, "Millimetre Wave for Fifth Generation of Wireless Communications," Ph.D. dissertation, Victoria University, Victoria, Australia, 2020.

S. H. A. Shah et al., "Beamformed mmWave System Propagation at 60 GHz in an Office Environment," in IEEE International Conference on Communications, Dublin, Ireland, Jun. 2020, pp. 1-7.

D. Pinchera, M. Migliore, and F. Schettino, "Compliance Boundaries of 5G Massive MIMO Radio Base Stations: A Statistical Approach," IEEE Access, vol. 8, pp. 182787-182800, 2020.

R. Tang, X. Zhou, and C. Wang, "Kalman Filter Channel Estimation in 2 × 2 and 4 × 4 STBC MIMO-OFDM Systems," IEEE Access, vol. 8, pp. 189089-189105, 2020.

F. O. Ombongi, H. O. Absaloms, and P. L. Kibet, "Energy Efficient Resource Allocation in Millimeter-Wave D2D Enabled 5G Cellular Networks," Engineering, Technology & Applied Science Research, vol. 10, no. 4, pp. 6152-6160, Aug. 2020.

"5G; Study on channel model for frequencies from 0.5 to 100 GHz," ETSI, ETSI Technical Report 3GPP TR 38.901 version 14.0.0 Release 14, May 2017.

Z. A. Shamsan, "Rainfall and Diffraction Modeling for Millimeter-Wave Wireless Fixed Systems," IEEE Access, vol. 8, pp. 212961-212978, 2020.

A. A. Alzamil, "Assessment of Uplink Massive MIMO in Scattering Environment," Engineering, Technology & Applied Science Research, vol. 10, no. 5, pp. 6290-6293, Oct. 2020.


How to Cite

Z. A. Shamsan, “Statistical Analysis of 5G Channel Propagation using MIMO and Massive MIMO Technologies ”, Eng. Technol. Appl. Sci. Res., vol. 11, no. 4, pp. 7417–7423, Aug. 2021.


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