A study on physical layer security of massive MIMO in the Rician fading channel consideration

228 views

Authors

  • Le Vu Quynh Giang (Corresponding Author) National Institute of Education Management
  • Truong Trung Kien Fulbright University Vietnam
  • Hoang Trong Minh Posts and Telecommunications Institute of Technology

DOI:

https://doi.org/10.54939/1859-1043.j.mst.82.2022.21-29

Keywords:

Massive MIMO; Security; Eavesdropper; Analytic method; Rician channel model.

Abstract

Massive MIMO is one of the fundamental technologies for 5G and beyond networks, which combines antennas at the transmitter and receiver to achieve significant efficiency. The technology provides a high spectral and energy yield with minimal manipulation, in the fact that this technology has enabled a wide range of IoT application solutions with apparent advantages in scenarios involving a vast amount of terminals. However, creating high-density networks of IoT applications brings a new challenging security problem for the system, which should be studied under a suitable deployment channel model assumption as the Rice channel model. This paper presents a novel security analytic method to identify and detect an eavesdropper over the physical layer of massive MIMO systems under Rican channel conditions. The numerical analysis results indicate that the proposal can detect attacks and estimate the probability of false alarms when attackers exist.

References

[1]. E. G. Larsson, O. Edfors, F. Tufvesson, and T. L. Marzetta, "Massive MIMO for next-generation wireless systems," IEEE Commun. Mag., vol. 52, no. 2, pp. 186–195, (2014). DOI: https://doi.org/10.1109/MCOM.2014.6736761

[2]. Chataut, R., & Akl, R. “Massive MIMO Systems for 5G and Beyond Networks-Overview, Recent Trends, Challenges, and Future Research Direction”. Sensors (Basel, Switzerland), 20(10), 2753, (2020). DOI: https://doi.org/10.3390/s20102753

[3]. A.-S. Bana et al., "Massive MIMO for Internet of Things (IoT) connectivity", Phys. Commun., vol. 37, (2019). DOI: https://doi.org/10.1016/j.phycom.2019.100859

[4]. H. Q. Ngo, A. Ashikhmin, H. Yang, E. G. Larsson and T. L. Marzetta, "Cell-Free Massive MIMO Versus Small Cells," in IEEE Transactions on Wireless Communications, vol. 16, no. 3, pp. 1834-1850, (2017), doi: 10.1109/TWC.2017.2655515. DOI: https://doi.org/10.1109/TWC.2017.2655515

[5]. Wang Z, Zhang J, Bj ̈ornson E, et al. “Uplink performance of cell-free massive MIMO over spatially correlated Rician fading channels[J]”. IEEE Communications Letters, 25(4): pp. 1348-1352, (2020).

[6]. Jin S N, Yue D W, Nguyen H H. “Spectral and energy efficiency in cell-free massive MIMO systems over correlated Rician fading[J]”. IEEE System Journal, 15(2): 1-12, (2020).

[7]. H. He, X. Yu, J. Zhang, S. Song and K. B. Letaief, "Cell-Free Massive MIMO for 6G Wireless Communication Networks," in Journal of Communications and Information Networks, vol. 6, no. 4, pp. 321-335, (2021), doi: 10.23919/JCIN.2021.9663100. DOI: https://doi.org/10.23919/JCIN.2021.9663100

[8]. Butun, P. Österberg and H. Song, “Security of the Internet of Things: Vulnerabilities, Attacks, and Countermeasures,” in IEEE Communications Surveys & Tutorials, vol. 22, no. 1, pp. 616-644, (2020), doi: 10.1109/COMST.2019.2953364. DOI: https://doi.org/10.1109/COMST.2019.2953364

[9]. S. -N. Jin, D. -W. Yue and H. H. Nguyen, "Spectral and Energy Efficiency in Cell-Free Massive MIMO Systems Over Correlated Rician Fading," in IEEE Systems Journal, vol. 15, no. 2, pp. 2822-2833, (2021), doi: 10.1109/JSYST.2020.2993048. DOI: https://doi.org/10.1109/JSYST.2020.2993048

[10]. Pooja Singh, Aditya Trivedi, "NOMA and massive MIMO assisted physical layer security using artificial noise precoding," Physical Communication, Volume 39, 100977, ISSN 1874-4907, (2020). DOI: https://doi.org/10.1016/j.phycom.2019.100977

[11]. Singh, K.R., Trivedi, A. “Physical Layer Security for Wireless Powered Massive MIMO Decode and Forward Relay Systems with Hardware Impairments: Performance Analysis”. Wireless Pers Commun 112, pp. 1537–1547 (2020). DOI: https://doi.org/10.1007/s11277-020-07114-7

[12]. Kassaw, D. Hailemariam and A. M. Zoubirl, "Performance Analysis of Uplink Massive MIMO System Over Rician Fading Channel," 2018 26th European Signal Processing Conference (EUSIPCO), Rome, pp. 1272-1276, (2018), doi: 10.23919/EUSIPCO.2018.8553192. DOI: https://doi.org/10.23919/EUSIPCO.2018.8553192

[13]. Z. Wang, J. Zhang, E. Björnson and B. Ai, "Uplink Performance of Cell-Free Massive MIMO Over Spatially Correlated Rician Fading Channels," in IEEE Communications Letters, vol. 25, no. 4, pp. 1348-1352, (2021), doi: 10.1109/LCOMM.2020.3041899. DOI: https://doi.org/10.1109/LCOMM.2020.3041899

[14]. S. Wang, M. Wen, M. Xia, R. Wang, Q. Hao and Y. -C. Wu, "Angle Aware User Cooperation for Secure Massive MIMO in Rician Fading Channel," in IEEE Journal on Selected Areas in Communications, vol. 38, no. 9, pp. 2182-2196, (2020), doi: 10.1109/JSAC.2020.3000837. DOI: https://doi.org/10.1109/JSAC.2020.3000837

[15]. D. Kapetanovic, G. Zheng and F. Rusek, "Physical layer security for massive MIMO: An overview on passive eavesdropping and active attacks," in IEEE Communications Magazine, vol. 53, no. 6, pp. 21-27, (2015). DOI: https://doi.org/10.1109/MCOM.2015.7120012

[16]. X. Zhang, D. Guo and K. Guo, "Secure Performance Analysis for Multi-Pair AF Relaying Massive MIMO Systems in Ricean Channels," in IEEE Access, vol. 6, pp. 57708-57720, (2018). DOI: https://doi.org/10.1109/ACCESS.2018.2873614

[17]. 3GPP TR 38.901, “Study on channel model for frequencies from 0.5 to 100 GHz,” 3GPP, Technical Report v.15.0.0, (2018).

Downloads

Published

28-10-2022

How to Cite

Giang, V., Truong Trung Kien, and Hoang Trong Minh. “A Study on Physical Layer Security of Massive MIMO in the Rician Fading Channel Consideration”. Journal of Military Science and Technology, no. 82, Oct. 2022, pp. 21-29, doi:10.54939/1859-1043.j.mst.82.2022.21-29.

Issue

Section

Research Articles

Categories