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EVD-Based Multiuser Detection in Uplink Generalized Spatial Modulation MIMO Systems

  • Research Article-Electrical Engineering
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Abstract

In this paper, we propose a novel multiuser generalized spatial modulation (GSM) detection scheme for uplink massive MIMO systems. In GSM, the indices of the active antennas of each user terminal are used to convey information in addition to the transmitted symbols. Hence, a two-stage detection structure is developed consisting of preprocessing (identification) and postprocessing (detection). At the receiver front end, we propose an eigenvalue decomposition-based active antennas identification algorithm to decode the first part of data. Based on the acquired channel state information, a least-square-based decorrelating detector is developed to extract the second part of data symbol. The system capacity (transmitted bits per channel use) is extensively increased compared to the conventional spatial modulation scheme, and the complexity is significantly reduced than existing algorithms. Computer simulations demonstrate that the proposed algorithm is near-far resistant and works reliably for small window size, which is essential for the low-latency requirement in 5G and future networks.

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Data availability

The data that support the findings of this study are available on request from the corresponding author.

References

  1. Mesleh, R.; Alhassi, A.: Space Modulation Techniques. Wiley, Hoboken (2018)

    Book  Google Scholar 

  2. Mesleh, R.Y.; Haas, H.; Sinanovíc, S.; Ahn, C.W.; Yun, S.: Spatial modulation. IEEE Trans. Veh. Technol. 57(4), 2228–2241 (2008)

    Article  Google Scholar 

  3. Mesleh, R.Y; Haas, H.; Ahn, C.W.; Yun, S.: Spatial modulation—a new low complexity spectral efficiency enhancing technique. In: Proceedings of IEEE International Conference on Communications and Networking in China, October 2006, pp 1–5

  4. Renzo, M.D.; Haas, H.; Grant, P.M.: Spatial modulation for multiple antenna wireless systems—a survey. IEEE Commun. Mag. 49(12), 182–191 (2011)

    Article  Google Scholar 

  5. Song, S.; Yang, Y.; Xiong, Q.; Xie, K.; Jeong, B.-J.; Jiao, B.: A channel hopping technique I: theoretical studies on band efficiency and capacity. In: Proceedings of IEEE International Conference on Communication, Circuits, and Systems, June 2004, vol. 1, pp. 229–233 (2004)

  6. Jeganathan, J.; Ghrayeb, A.; Szczecinski, L.; Ceron, A.: Space shift keying modulation for MIMO channels. IEEE Trans. Wirel. Commun. 8(7), 3692–3703 (2009)

    Article  Google Scholar 

  7. Humadi, K.M.; Sulyman, A.I.; Alsanie, A.: Spatial modulation concept for massive multiuser MIMO systems. Int. J. Antennas Propag. 2014, Article ID 563273. https://doi.org/10.1155/2014/563273

  8. Wang, J.; Jia, S.; Song, J.: Generalised spatial modulation system with multiple active transmit antennas and low complexity detection scheme. IEEE Trans. Wirel. Commun. 11(4), 1605–1615 (2012)

    Article  MathSciNet  Google Scholar 

  9. Serafimovski, N.; Sinanovíc, S.; Younis, A.; Renzo, M.D.; Haas, H.: 2-user multiple access spatial modulation. In: 6th IEEE International Workshop on Heterogeneous, Multi-Hop, Wireless and Mobile Networks, pp. 343–347, 5–9 Dec. 2011, Houston, TX, USA

  10. Serafimovski, N.; Sinanovíc, S.; Renzo, M.D.; Haas, H.: Multiple access spatial modulation. EURASIP J. Wirel. Commun. Network. Article number: 299 (2012)

  11. Raviteja, P.; Narasimhan, T.L.; Chockalingam, A. Large-scale multiuser SM-MIMO versus massive MIMO. In: Proceedings of ITA, San Diego, CA, USA, Feb. 2014, pp 1–9

  12. Zheng, J.: Low-complexity detector for spatial modulation multiple access channels with a large number of receive antennas. IEEE Commun. Lett. 18(11), 2055–2058 (2014)

    Article  Google Scholar 

  13. Zhang, W.: SAGE based data detection for multiuser spatial modulation with large number of receive antennas. IEEE Commun. Lett. 19(9), 1520–1523 (2015)

    Article  Google Scholar 

  14. Zhou, E.; Hao, L.: On the detection of multiple-access spatial modulations. Chin. J. Electron. 26(1), 172–178 (2017)

    Article  Google Scholar 

  15. Moon, T.K.; Stirling, W.C.: Mathematical methods and algorithms, chapter 6. Prentice Hall, Upper Saddle River (2000)

    Google Scholar 

  16. Lupus, R.; Verdú, S.: Linear multiuser detectors for synchronous code division multiple access channel. IEEE Trans. Inf. Theory 35, 123–136 (1989)

    Article  MathSciNet  MATH  Google Scholar 

  17. Van Trees, H.L.: Optimum array processing, chap 2. Wiley, New York (2002)

    Book  Google Scholar 

  18. Haykin, S.: Communication systems, chap. 6, 4th edn. Wiley, New York (2001)

    Google Scholar 

  19. Marzetta, T.L.: Noncooperative cellular wireless with unlimited numbers of base station antennas. IEEE Trans. Wirel. Commun. 9(11), 3590–3600 (2010)

    Article  Google Scholar 

  20. Lu, L.; Li, G.Y.; Swindlehurst, A.L.; Ashikhmin, A.; Zhang, R.: An overview of massive MIMO: benefits and challenges. IEEE J. Select. Areas Commun. 8(5), 742–758 (2014)

    Google Scholar 

  21. Rusek, F.; Persson, D.; Lau, B.K.; Larsson, E.G.; Marzetta, T.L.; Edfors, O.; Tufvesson, F.: Scaling up MIMO: opportunities and challenges with very large arrays. IEEE Signal Process. Mag. 30(1), 40–60 (2013)

    Article  Google Scholar 

  22. Ngo, H.Q.; Ashikhmin, A.; Yang, H.; Larsson, E.G.; Marzetta, T.L.: Cell-free massive MIMO: uniformly great service for everyone. In: 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pp. 201–205 (2015).

  23. Wang, J.; Jia, S.; Song, J.: Signal vector based detection scheme for spatial modulation. IEEE Commun. Lett. 16(1), 19–21 (2012)

    Article  MathSciNet  Google Scholar 

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Authors and Affiliations

  1. College of Mechanical and Electrical Engineering, Sanming University, No. 25 Jingdong Rd., Sanming, Fujian, China

    Wei-Chiang Wu

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  1. Wei-Chiang Wu
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Correspondence to Wei-Chiang Wu.

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Wu, WC. EVD-Based Multiuser Detection in Uplink Generalized Spatial Modulation MIMO Systems. Arab J Sci Eng 47, 13811–13821 (2022). https://doi.org/10.1007/s13369-021-06483-w

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  • DOI: https://doi.org/10.1007/s13369-021-06483-w

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