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Performance evaluation of symbol detection algorithms in massive MIMO communication systems Cover

Performance evaluation of symbol detection algorithms in massive MIMO communication systems

Open Access
|Oct 2024

References

  1. G. J. Foschini and M. J. Gans, “On limits of wireless communications when using multiple dual-polarized antennas,” Wireless Personal Communications, vol. 6, no. 3, pp. 311–335, 1998, doi: 10.1023/A:1008889222784.
  2. B. Trotobas, A. Nafkha, and Y. Louët, “A Review to Massive MIMO Detection Algorithms: Theory and Implementation,” in Advanced Radio Frequency Antennas for Modern Communication and Medical Systems, IntechOpen, 2020. doi: 10.5772/intechopen.93089.
  3. F. Rusek, D. Persson, Buon Kiong Lau, E. G. Larsson, T. L. Marzetta, and F. Tufvesson, “Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays,” IEEE Signal Processing Magazine, vol. 30, no. 1, pp. 40–60, Jan. 2013, doi: 10.1109/MSP.2011.2178495.
  4. M. A. Albreem, M. Juntti, and S. Shahabuddin, “Massive MIMO Detection Techniques: A Survey,” IEEE Communications Surveys & Tutorials, vol. 21, no. 4, pp. 3109–3132, 2019, doi: 10.1109/COMST.2019.2935810.
  5. S. Yang and L. Hanzo, “Fifty Years of MIMO Detection: The Road to Large-Scale MIMOs,” IEEE Communications Surveys & Tutorials, vol. 17, no. 4, pp. 1941–1988, 2015, doi: 10.1109/COMST.2015.2475242.
  6. Q. Hu, M. Zhang, and R. Gao, “Key Technologies in Massive MIMO,” ITM Web of Conferences, vol. 17, Feb. 2018, doi: 10.1051/itmconf/20181701017.
  7. D. C. Araújo, T. Maksymyuk, A. L. F. Almeida, T. Maciel, J. C. M. Mota, and M. Jo, “Massive MIMO: survey and future research topics,” IET Communications, vol. 10, no. 15, pp. 1938–1946, Oct. 2016, doi: 10.1049/iet-com.2015.1091.
  8. J. Hoydis, S. ten Brink, and M. Debbah, “Massive MIMO in the UL/DL of Cellular Networks: How Many Antennas Do We Need?,” IEEE Journal on Selected Areas in Communications, vol. 31, no. 2, pp. 160–171, Feb. 2013, doi: 10.1109/JSAC.2013.130205.
  9. S. Han, K. Zhao, X. Cheng, and L.-Q. Yang, “Optimized Relaying Method for Wireless Multi-Antennas Cooperative Networks,” in 2016 IEEE Global Communications Conference (GLOBECOM), IEEE, Dec. 2016, pp. 1–6. doi: 10.1109/GLOCOM.2016.7842107.
  10. Hien Quoc Ngo, E. G. Larsson, and T. L. Marzetta, “Energy and Spectral Efficiency of Very Large Multiuser MIMO Systems,” IEEE Transactions on Communications, vol. 61, no. 4, pp. 1436–1449, Apr. 2013, doi: 10.1109/TCOMM.2013.020413.110848.
  11. A. Ghosh, A. Maeder, M. Baker, and D. Chandramouli, “5G Evolution: A View on 5G Cellular Technology Beyond 3GPP Release 15,” IEEE Access, vol. 7, pp. 127639–127651, 2019, doi: 10.1109/ACCESS.2019.2939938.
  12. H. Li, X. Zhao, C. Guo, and X. Wang, “A low-complexity detection method based on iteration for massive MIMO systems,” in 2017 IEEE 9th International Conference on Communication Software and Networks (ICCSN), IEEE, May 2017, pp. 487–491. doi: 10.1109/ICCSN.2017.8230160.
  13. S. Berra, R. Dinis, K. Rabie, and S. Shahabuddin, “Efficient iterative massive MIMO detection using Chebyshev acceleration,” Physical Communication, vol. 52, p. 101651, Jun. 2022, doi: 10.1016/j.phycom.2022.101651.
  14. M. A. Albreem, K. A. Alnajjar, and A. J. Almasadeh, “Massive MIMO Detectors Based on Deep Learning, Stair Matrix, and Approximate Matrix Inversion Methods,” IEEE Access, vol. 11, pp. 100268–100283, 2023, doi: 10.1109/ACCESS.2023.3310238.
  15. S. Rahaman, S. Shahabuddin, M. B. Hossain, and S. Shahabuddin, “Complexity analysis of matrix decomposition algorithms for linear MIMO detection,” in 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV), IEEE, May 2016, pp. 927–932. doi: 10.1109/ICIEV.2016.7760136.
  16. L. Marata, O. L. A. López, A. Hauptmann, H. Djelouat, and H. Alves, “Joint Activity Detection and Channel Estimation for Clustered Massive Machine Type Communications,” IEEE Transactions on Wireless Communications, pp. 1–1, 2024, doi: 10.1109/TWC.2023.3326468.
  17. A. E. Zorkun, M. A. Salas-Natera, and R. Martinez Rodriguez-Osorio, “Improved Iterative Inverse Matrix Approximation Algorithm for Zero Forcing Precoding in Large Antenna Arrays,” IEEE Access, vol. 10, pp. 100964–100975, 2022, doi: 10.1109/ACCESS.2022.3208155.
  18. S. Shahabuddin, M. H. Islam, M. S. Shahabuddin, M. A. Albreem, and M. Juntti, “Matrix Decomposition for Massive MIMO Detection,” in 2020 IEEE Nordic Circuits and Systems Conference (NorCAS), IEEE, Oct. 2020, pp. 1–6. doi: 10.1109/NorCAS51424.2020.9264998.
  19. M. A. Albreem, M. Juntti, S. Shahabuddin, S. Abdallah, A. Alhabbash, and E. Almajali, “Data detection based on matrix decomposition for massive MIMO systems in realistic channel scenarios,” Physical Communication, vol. 57, p. 101982, Apr. 2023, doi: 10.1016/j.phycom.2022.101982.
DOI: https://doi.org/10.2478/jee-2024-0044 | Journal eISSN: 1339-309X | Journal ISSN: 1335-3632
Language: English
Page range: 363 - 371
Submitted on: May 29, 2024
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Published on: Oct 1, 2024
In partnership with: Paradigm Publishing Services
Publication frequency: 6 issues per year

© 2024 Jyoti Kori, Alka Mahajan, Manish Mandloi, published by Slovak University of Technology in Bratislava
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.