Abstract
Non-orthogonal multiple access (NOMA) is one of the promising techniques for 5G due to its good spectral efficiency for two-user cluster, with a distinctive channel gain difference. Generally before forming two-user clusters, NOMA divides users into groups (strong and weak channel gain groups). However, when the number of users in one group is larger than the others, the admission of single users into two-user clusters can cause a drop in performance of the NOMA system due to the strong interference. Therefore, these single users deploy the old orthogonal multiple access (OMA). This hybrid technique is known as the conventional NOMA (C-NOMA). In this paper, we examine in detail the admission conditions of additional users in two-user NOMA clusters in order to form three-user NOMA clusters and promote the massive connectivity. Then, we propose a new dynamic clustering scheme called DC-NOMA based on the channel gain difference to form clusters of more than two users. The simulation results show that, our proposed scheme can achieve a slightly better performance in terms of radio capacity and individual cluster throughput, compared to other NOMA schemes such as Conventional-NOMA (C-NOMA) and Random clustering. Specifically, DC-NOMA helps to promote massive connectivity as it allows more users to be inserted into NOMA clusters without degrading system performance.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Islam, S.R., Avazov, N., Dobre, O.A., Kwak, K.S.: Power-domain non-orthogonal multiple access (NOMA) in 5G systems: potentials and challenges. IEEE Commun. Surv. Tutor. 19(2), 721–742 (2016)
Zhang, L., Liu, J., Xiao, M., Wu, G., Liang, Y.C., Li, S.: Performance analysis and optimization in downlink NOMA systems with cooperative full-duplex relaying. IEEE J. Sel. Areas Commun. 35(10), 2398–2412 (2017)
Saito, Y., Kishiyama, Y., Benjebbour, A., Nakamura, T., Li, A., Higuchi, K.: Non-orthogonal multiple access (NOMA) for cellular future radio access. In: IEEE 77th Vehicular Technology Conference (VTC Spring), pp. 1–5, June 2013
Ding, Z., Fan, P., Poor, H.V.: Impact of user pairing on 5G nonorthogonal multiple-access downlink transmissions. IEEE Trans. Veh. Technol. 65(8), 6010–6023 (2016)
Zhang, Z., Sun, H., Hu, R.Q.: Downlink and uplink non-orthogonal multiple access in a dense wireless network. IEEE J. Sel. Areas Commun. 35(12), 2771–2784 (2017)
Ali, K.S., Haenggi, M., ElSawy, H., Chaaban, A., Alouini, M.S.: Downlink non-orthogonal multiple access (NOMA) in Poisson networks. IEEE Trans. Commun. 67(2), 1613–1628 (2019)
Tabassum, H., Hossain, E., Hossain, J.: Modeling and analysis of uplink non-orthogonal multiple access in large-scale cellular networks using poisson cluster processes. IEEE Trans. Commun. 65(8), 3555–3570 (2017)
Shahab, M.B., Shin, S.Y.: A time sharing based approach to accommodate similar gain users in NOMA for 5G networks. In: IEEE 42nd LCN Workshops, pp. 142–147, October 2017
Shahab, M.B., Kader, M.F., Shin, S.Y.: A virtual user pairing scheme to optimally utilize the spectrum of unpaired users in non-orthogonal multiple access. IEEE Signal Process. Lett. 23(12), 1766–1770 (2016)
Wan, D., Wen, M., Liu, Y., Ji, F., Yu, H., Chen, F.: User pairing strategy: a novel scheme for non-orthogonal multiple access systems. In: IEEE Globecom Workshops (GC Wkshps), pp. 1–6, December 2017
Zhang, H., Zhang, D.K., Meng, W.X., Li, C.: User pairing algorithm with SIC in non-orthogonal multiple access system. In: IEEE ICC, pp. 1–6, May 2016
Shao, X., Yang, C., Chen, D., Zhao, N., Yu, F.R.: Dynamic IoT device clustering and energy management with hybrid NOMA systems. IEEE Trans. Ind. Inf. 14(10), 4622–4630 (2018)
Islam, S.R., Zeng, M., Dobre, O.A., Kwak, K.S.: Resource allocation for downlink NOMA systems: key techniques and open issues. IEEE Wirel. Commun. 25(2), 40–47 (2018)
Study on Downlink Multiuser Superposition Transmission 3GPP TD RP-150496, March 2015
Otao, N., Kishiyama, Y., Higuchi, K.: Performance of non-orthogonal access with SIC in cellular downlink using proportional fair-based resource allocation. In: 2012 International Symposium on Wireless Communication Systems (ISWCS), pp. 476–480, August 2012
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Mounchili, S., Hamouda, S. (2020). Better User Clustering Scheme in Distributed NOMA Systems. In: Barolli, L., Amato, F., Moscato, F., Enokido, T., Takizawa, M. (eds) Advanced Information Networking and Applications. AINA 2020. Advances in Intelligent Systems and Computing, vol 1151. Springer, Cham. https://doi.org/10.1007/978-3-030-44041-1_32
Download citation
DOI: https://doi.org/10.1007/978-3-030-44041-1_32
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-44040-4
Online ISBN: 978-3-030-44041-1
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)