A RELIABLE DOWNLINK MIMO ALGORITHM FOR MITIGATING THE EFFECT OF USER EQUIPMENT MOBILITY IN MULTI-USER MIMO IN FIFTH-GENERATION AND BEYOND NETWORKS
DOI:
https://doi.org/10.4314/njt.v43i2.16Keywords:
UE Mobility Effect, MU-MIMO, 5G, Outage ProbabilityAbstract
Multiple Input Multiple Output (MIMO) wireless systems offer substantial capacity gains over conventional wireless channels, making them well-suited for future high-speed wireless communications. However, ensuring high Quality of Service (QoS) for users in terms of signal quality, data speed, and reliability are some of the challenges of 5G wireless cellular networks. However, the effect of users’ mobility potentially may result in significant inter-beam interference, which increases the probability of outage in a Multi-User-MIMO (MU-MIMO) system. Although several studies have been carried out to mitigate the probability of outage, most of the studies either considered the impact of user mobility or User Equipment (UE) stationarity in determining outage performance or have used methods with high computational complexity that ignore one or both inter-beam interference and interference from the mobile UEs. This paper presents a model that minimizes the outage probability in the downlink of both mobile and stationary UEs in an MU-MIMO system. This proposed model to mitigate the outages encountered by mobile UEs in different scenarios: when a single UE is mobile when half of the UEs are mobile, and when all UEs are mobile within the proposed MU-MIMO system. These scenarios are assessed within a defined time frame to gauge the extent to which they reduce outage probability and enhance the spectral efficiency of the MU-MIMO system. Simulation results showed that the probability of outage in a discrete time frame and for UEs that are mobile in a discrete-time frame increased as the density of M increased. However, the proposed model minimized the probability of outage and improved the spectral efficiency in comparison to existing systems.
References
Souto, D. P., Dester, P. S., Facina, M. S. P., Silva, D. G., de Figueiredo, F. A. P., de Lima Tejerina, G. R., et al., "Emerging MIMO Technologies for 6G Networks", Sensors, vol. 23, no. 4, pp. 1-20, 2023.
Nalband, A. H., Sarvagya, M., and Ahmed, M. R. "Optimal hybrid precoding for millimeter wave massive MIMO systems", Procedia Computer Science, vol. 171, pp. 810-819, 2020.
Akpakwu, G. A., Silva, B. J., Hancke, G. P., and Abu-Mahfouz, A. M. "A survey on 5G networks for the Internet of Things: Communication technologies and challen-ges", IEEE Access, vol. 6, pp. 3619-3647, 2017.
Barri, E., Bouras, C., Kokkinos, V., and Koukouvela, A. "A Mechanism for Improving the Spectral Efficiency in mu-MIMO for 5G and Beyond Networks", in Proceedings of the 19th ACM International Symposium on Mobility Management and Wireless Access, 2021, pp. 11-16.
Albreem, M. A., Juntti, M., and Shahabuddin, S. "Massive MIMO detection techniques: A survey", IEEE Communications Surveys and Tutorials, vol. 21, no. 4, pp. 3109-3132, 2019.
Nguyen, M. "Massive MIMO: A survey of benefits and challenges", ICSES Trans. Comput. Hardw. Electr. Eng, vol. 4, pp. 1-4, 2018.
Zhang, W., and Jiang, S. "Effect of Node Mobility on MU-MIMO Transmissions in Mobile Ad Hoc Networks", Wireless Communications and Mobile Computing, 2021.
Lee, S., Kim, S., Park, Y., Choi, S., and Hong, D. "Effect of unpredictable interference on MU-MIMO systems in HetNet", IEEE Access, vol. 6, pp. 28870-28876, 2018.
Arsal, A., Civanlar, M. R., and Uysal, M. “Coverage analysis of downlink MU-MIMO cellular networks”, IEEE Communications Letters, vol. 25, no. 9, pp. 2859-2863, 2021.
Hassan, A. K., Moinuddin, M., Al-Saggaf, U. M., Aldayel, O., Davidson, T. N., and Al-Naffouri, T. Y. "Performance Analysis and Joint Statistical Beamformer Design for Multi-User MIMO Systems", IEEE Communications Letters, vol. 24, no. 10, pp. 2152-2156, 2020.
Masud, A. A., Uchechukwu, O. D., Adikpe, A. O., and Ibikunle, F. "Mitigating Interference and Improving the SINR in a Discrete Time Frame of a Downlink MU-MIMO Transmission in 5G and Beyond Wireless Networks", in 2023 International Conference on Science, Engineering and Business for Sustainable Development Goals (SEB-SDG) (Vol. 1, pp. 1-6). IEEE, 2023.
Shen, L. H., and Feng, K. T. "Mobility-aware subband and beam resource allocation schemes for millimeter wave wireless networks", IEEE Transactions on Vehicular Technology, vol. 69, no. 10, pp. 11893-11908, 2020.
Michailidis, E. T., Bithas, P. S., Nomikos, N., Vouyioukas, D., and Kanatas, A. G. "Outage probability analysis in multi-user FSO/RF and UAV-enabled MIMO communication networks", Physical Communication, vol. 49, p. 101475, 2021.
Moinuddin, M., Hassan, A. K., and Al-Saggaf, U. M. "Performance Analysis of Multi-Cell Association in Downlink MU-MIMO System with Arbitrary Beamforming", Mathematics, vol. 10, no. 15, p. 2611, 2022.
Hussein, A. "Operating multi-user transmission for 5G and beyond cellular systems", M.S. thesis, Univ. Waterloo, Waterloo, ON, Canada, 2023.
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