International Peer-Reviewed JournalOpen AccessISSN 2456-8880
irejournals@gmail.com+91-7433024337

Home / Current Issue / Paper 1719582

1719582 Vol 10 · Issue 1 Download Paper

Performance Evaluation of Downlink MIMO-NOMA Achievable Sum Rate, Outage Probability, and Energy Efficiency

Muoghalu, C.N. Ugwu, Chekwube Romanus Achebe, P. N.

Subject area: Science,Engineering and Technology  ·  Area of research: Electronic/ Telecommunication Engineering

DOI: https://doi.org/10.64388/IREV10I1-1719582

Abstract

The introduction of multiple antennas at the transmit and receive ends respectively with non-orthogonal multiple access (NOMA) will give rise to wireless communication system that leverages the spatial multiplexing configuration of the MIMO scheme that would be able to multiply the spectral efficiency gain and as such improve system performance. In this paper, the performance of downlink MIMO-NOMA system is evaluated in terms of achievable sum rate, outage probability, and energy efficiency. An outage probability performance evaluation conducted revealed that the farther a user is from the base station (BS), the greater the chances of being dropped out from communication link. Thus, the simulation result in terms of far and near user revealed that the far user with outage probability of 1.2 × 10-5 has the highest chance or probability of being out of service in the network compared to the near user with outage probability of 4 × 10-6. The simulated achievable sum rate of the considered system was 43.33 bps/Hz. The EE against SE analysis revealed that the system achieved better maximum values (EE = 568872 b/J and SE = 11.1878 bps/Hz) than orthogonal frequency division multiple access (OFDMA) that yielded EE = 420118 b/J and SE = s 8.40236 bps/Hz. Finally, to ascertain the advantage of the considered downlink MIMO-NOMA with three users over the arrangement with two users, achievable sum rates of both were compared and the simulated results revealed improvement over the previous scheme with two users. It suffices to say that the considered multiuser NOMA with three users outperformed the previous system in literature with two users and thus will be more preferable for improved 5G application. However, further study should be conduct with a greater number of antennas to large scale capacity to achieve greater sophisticated MIMO-NOMA system.

Keywords

Achievable Sum Rate, Downlink System, MIMO-NOMA, Outage Probability, Spectral Efficiency

References

[1] Achebe, P. N. & Muoghalu, C. N. (2023). Capacity analysis of multiple antenna wireless system under different array and channel configurations. International Journal Advanced Networking and Applications, 15(4), 6063-6068.

[2] Achebe, P. C. & Muoghalu, C. N. (2025). Performance evaluation of multiuser multiple antennas uplink system with MMSE based detectors. International Journal of Research Publication and Reviews, 6(4), 4361-4367.

[3] Achebe, P. N. & Okwueze, C. N. (2023). Performance evaluation of space receive diversity techniques for massive MIMO system. International Journal Advanced Networking and Applications, 14(4), 5562-5562

[4] Benjebbour, A., Saito, Y., Kishiyama, Y., Li, A., Harada, A., & Nakamura, T. (2013). Concept and practical considerations of non-orthogonal multiple access (NOMA) for future radio access. in Intelligent Signal Processing and Communications Systems (ISPACS), 2013 International Symposium, IEEE, 770-774.

[5] Benjebbour, A., Saito, K., Li, A., Kishiyama, Y., & Nakamura, T. (2015). Non-orthogonal multiple access (NOMA): Concept, performance evaluation and experimental trials. in Wireless Networks and Mobile Communications (WINCOM), 2015 International Conference on. IEEE, 1-6.

[6] Ding, Z., Peng, M., & Poor, H. V. (2015). Cooperative non-orthogonal multiple access in 5G systems. IEEE Communications Letters, 19(8), 1462-1465.

[7] Kim, B., Lim, S., Kim, H., Suh, S., Kwun, J., Choi, S., Lee, C., Lee, S., & Hong, D. (2013). Non-orthogonal multiple access in a downlink multiuser beamforming system. in Military Communications Conference, MILCOM, IEEE 2013,1278-1283.

[8] Kizilirmak, R. C. (2016). Non-Orthogonal Multiple Access (NOMA) for 5G networks. Towards 5G Wireless Networks - A Physical Layer Perspective. http://dx.doi.org/10.5772/66048

[9] Lan, Y., Benjebboiu, A., Chen, X., Li, A., & Jiang, H. (2014). Considerations on downlink non-orthogonal multiple access (NOM A) combined with closed-loop.

[10] Li, J., Li, X., Wang, A., & Ye, N. (2019). Performance analysis for downlink MIMO-NOMA in millimeterwave cellular network with D2D communications. Wireless Communications and Mobile Computing, Volume 2019, article ID 1914762. https://doi.org/10.1155/2019/1914762

[11] Mbachu, C. B. & Ibe, U. J. (2024). Performance improvement of a wireless communication network using multiple antenna non-orthogonal multiple access (NOMA) technique. International Journal of Research and Publication, 3(5), 141-154.

[12] Muoghalu, C. N., Achebe, P. N., & F. A. Aigbodioh (2023). MIMO-OFDM techniques for wireless communication system: performance evaluation. International Journal Advanced Networking and Applications, 14(4), 5572-5581.

[13] Muoghalu, C. N., Mbachu C. B., Achebe, P. N., Ibe, U. J. (2026). Application of Multiple Antenna Non-Orthogonal Multiple Access (NOMA) Technique in Wireless Communication. Iconic Research and Engineering Journals, 10(1), 261-271.

[14] Osuagwu, I. C., Nwabueze, C. A., Muoghalu, C. N., & Ajere, I. U. (2025). Adaptive equalization technique for mitigating effect of multi terrain multipath signal quality. International Journal Advanced Networking and Applications, 16(5), 6533-6543.

[15] Saito, Y., Kishyama, Y., Benjebbour, A., Nakamura, T., Li, A., & Higuchi, K. (2013). Nonorthogonal multiple access (NOMA) for cellular future radio access. in Vehicular Technology Conference (VTC Spring), 2013 IEEE 77th. IEEE, 1-5.

[16] Suprith, P. G., & Ahmed, M. R. (2022). The performance evaluation of NOMA for 5G systemsusing automatic deployment of multi users. International Journal of Electronics and Telecommunications, 68(2), 337-342. https://doi.org/10.24425/ijet.2022.139887

[17] Sun, Q., Han, s., Chin-Lin, I., & Pan, Z. (2015). On the ergodic capacity of MIMO NOMA systems. IEEE Wireless Communications Letters, 4(4), 405-408.

[18] Timotheou, S., & Krikidis, I. (2015). Fairness for non-orthogonal multiple access in 5g systems. IEEE Signal Processing Letters, 22(10), 1647-1651.

[19] Ugwu, Chekwube Romanus; Achebe, P.N.; Nwabueze, C.A. & Muoghalu, C.N. (2026). Enhancing The Performance of Non-Orthogonal Network for 5G Application. ISA Journal of Engineering and Technology, 3(4), 16-24.

[20] Xiong, C., Li, G. Y., Zhang, S., Chen, Y. and Xu, S. (2011). Energy-and Spectral-Efficiency Tradeoff in Downlink OFDMA Networks. IEEE transactions on wireless communications, 10(11), 3874–3886.

How to cite this paper

Muoghalu, C.N., Ugwu, Chekwube Romanus, Achebe, P. N. "Performance Evaluation of Downlink MIMO-NOMA Achievable Sum Rate, Outage Probability, and Energy Efficiency " Iconic Research And Engineering Journals Volume 10 Issue 1 2026 Page 707-720 https://doi.org/10.64388/IREV10I1-1719582
Muoghalu, C.N., Ugwu, Chekwube Romanus, Achebe, P. N. "Performance Evaluation of Downlink MIMO-NOMA Achievable Sum Rate, Outage Probability, and Energy Efficiency " Iconic Research And Engineering Journals, vol. 10, no. 1, Jul. 2026, doi: https://doi.org/10.64388/IREV10I1-1719582
Muoghalu, C.N., Ugwu, Chekwube Romanus, Achebe, P. N. (2026). Performance Evaluation of Downlink MIMO-NOMA Achievable Sum Rate, Outage Probability, and Energy Efficiency . Iconic Research And Engineering Journals, 10(1). doi: https://doi.org/10.64388/IREV10I1-1719582
Muoghalu, C.N., Ugwu, Chekwube Romanus, Achebe, P. N. "Performance Evaluation of Downlink MIMO-NOMA Achievable Sum Rate, Outage Probability, and Energy Efficiency " Iconic Research And Engineering Journals, vol. 10, no. 1, Jul. 2026. Crossref, https://doi.org/10.64388/IREV10I1-1719582
@article{1719582,
      author = {Muoghalu, C.N., Ugwu, Chekwube Romanus, Achebe, P. N.},
      title = {Performance Evaluation of Downlink MIMO-NOMA Achievable Sum Rate, Outage Probability, and Energy Efficiency },
      journal = {Iconic Research And Engineering Journals},
      year = {2026},
      volume = {10},
      number = {1},
      pages = {707-720},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1719582.pdf},
      abstract = {The introduction of multiple antennas at the transmit and receive ends respectively with non-orthogonal multiple access (NOMA) will give rise to wireless communication system that leverages the spatial multiplexing configuration of the MIMO scheme that would be able to multiply the spectral efficiency gain and as such improve system performance. In this paper, the performance of downlink MIMO-NOMA system is evaluated in terms of achievable sum rate, outage probability, and energy efficiency. An outage probability performance evaluation conducted revealed that the farther a user is from the base station (BS), the greater the chances of being dropped out from communication link. Thus, the simulation result in terms of far and near user revealed that the far user with outage probability of 1.2 × 10-5 has the highest chance or probability of being out of service in the network compared to the near user with outage probability of 4 × 10-6. The simulated achievable sum rate of the considered system was 43.33 bps/Hz. The EE against SE analysis revealed that the system achieved better maximum values (EE = 568872 b/J and SE = 11.1878 bps/Hz) than orthogonal frequency division multiple access (OFDMA) that yielded EE = 420118 b/J and SE = s 8.40236 bps/Hz. Finally, to ascertain the advantage of the considered downlink MIMO-NOMA with three users over the arrangement with two users, achievable sum rates of both were compared and the simulated results revealed improvement over the previous scheme with two users. It suffices to say that the considered multiuser NOMA with three users outperformed the previous system in literature with two users and thus will be more preferable for improved 5G application. However, further study should be conduct with a greater number of antennas to large scale capacity to achieve greater sophisticated MIMO-NOMA system.},
      keywords = {Achievable Sum Rate, Downlink System, MIMO-NOMA, Outage Probability, Spectral Efficiency},
      month = {July},
      doi = {https://doi.org/10.64388/IREV10I1-1719582}
  }