Skip to main content
Log in

Two Low Complexity MRC and EGC Based Receivers for SC-FDE Modulations with Massive MIMO Schemes

  • Published:
Journal of Signal Processing Systems Aims and scope Submit manuscript

Abstract

Massive multiple-input and multiple-output (MIMO) schemes involving several tens or even hundreds of antenna elements are pointed as one of the key technologies for 5G systems. However the huge capacity gains attainable by these schemes, are only possible with receivers able to cope with the frequency selective fading that may affect the signals. These systems can be combined with single-carrier with frequency domain equalization (SC-FDE) schemes to improve the power efficiency in uplink due to the low envelope fluctuations. However, when more antennas are involved in the communication link, channel matrix size grows and the complexity involved in equalization process can be an obstacle to power consumption and low latency. In this paper we will focus on the equalization applied in massive MIMO schemes, more specifically in two new low complexity receivers based on an iterative block decision feedback equalizer (IB-DFE) that avoid matrix inversion operation by replacing in the equalizer the feedforward part by an equal gain combiner (EGC) or a maximum ratio combiner (MRC) module.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6
Figure 7
Figure 8
Figure 9

Similar content being viewed by others

References

  1. Pi, Z., & Khan, F. (2011). An introduction to millimeter-wave mobile broadband systems. IEEE Communications Magazine, 49(6), 101–107.

    Article  Google Scholar 

  2. Boccardi, F., Heath, R., Lozano, A., Marzetta, T., & Popovski, P. (2014). Five disruptive technology directions for 5G. IEEE Communications Magazine, 52(2), 74–80.

    Article  Google Scholar 

  3. Han, S., Xu, C.I.Z., & Rowell, C. (2015). Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G. IEEE Communications Magazine, 53(1), 186–194.

    Article  Google Scholar 

  4. Alkhateeb, A., Mo, J., Gonzlez-Prelcic, N., & Heath, R.W. (2014). MIMO precoding and combining solutions for millimeter-wave systems. IEEE Communications Magazine, 52(12), 122–131.

    Article  Google Scholar 

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

    Article  Google Scholar 

  6. Coon, J.P., & Beach, M.A. (2002). An investigation of MIMO single-carrier frequency-domain MMSE equalization. In Proceedings of London Communications Symposium (pp. 237–240).

  7. Falconer, D., Ariyavisitakul, S., Benyamin-Seeyar, A., & Eidson, B. (2002). Frequency domain equalization for single-carrier broadband wireless systems. IEEE Communications Magazine, 4(4), 58–66.

    Article  Google Scholar 

  8. Gusmão, A., Dinis, R., Conceicão, J., & Esteves, N. (2000). Comparison of two modulation choices for broadband wireless communications, IEEE VTC2000(Spring), vol. 2.

  9. Silva1, J.C., Dinis, R., Souto, N., & Marques da Silva, M. (2013). MIMO SC-FDE transmission techniques with channel estimation and high-order modulations. In Proceedings Progress In Electromagnetics Research Symposium, Taipei.

  10. Borges, D., Montezuma, P., & Dinis, R. (2016). Low complexity MRC and EGC based receivers for SC-FDE modulations with massive MIMO schemes. In 2016 IEEE GlobalSip, Washington, DC, USA.

  11. Silva, P., & Dinis, R. (2012). Frequency-domain multiuser detection for CDMA systems. Aalborg: River Publishers.

    Google Scholar 

  12. Dinis, R., Montezuma, P., Souto, N., & Silva, J. (2010). Iterative frequency-domain equalization for general constellations. Princeton: IEEE Sarnoff Symposium.

    Book  Google Scholar 

  13. Benvenuto, N., & Tomasin, S. (2002). Block iterative DFE for single carrier modulation. Electronics Letters, 39(19), 1144–1145.

    Article  Google Scholar 

  14. Dinis, R., Kalbasi, R., Falconer, D., & Banihashemi, A. (2004). Iterative layered space-time receivers for single-carrier transmission over severe time-dispersive channels. IEEE Communications Letters, 8(9), 579–581.

    Article  Google Scholar 

  15. Benvenuto, N., Dinis, R., Falconer, D., & Tomasin, S. (2010). Single carrier modulation with nonlinear frequency domain equalization: An idea whose time has come - again. Proceedings of the IEEE, 98(1), 69–96.

    Article  Google Scholar 

  16. Silva, F., Dinis, R., & Montezuma, P. (2011). Estimation of the feedback reliability for IB-DFE receivers, ISRN Communications and Networking, vol. 2011, Article No. 30.

  17. Hunger, R. (2007). Floating Point Operations in Matrix-Vector Calculus, Munich University of Technology. Technical Report, V(1), 3.

    Google Scholar 

Download references

Acknowledgments

This work was supported in part by CTS multi-annual funding project PEst-OE/EEI/UI0066/2011,IT UID/EEA/ 50008/2013 (plurianual founding and project GLANCES), EnAcoMIMOCo EXPL/EEI-TEL/2408/2013 and UID/EEA/50008/2013 - MM5G.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Paulo Montezuma.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Borges, D., Montezuma, P., Ferreira, A. et al. Two Low Complexity MRC and EGC Based Receivers for SC-FDE Modulations with Massive MIMO Schemes. J Sign Process Syst 90, 1357–1367 (2018). https://doi.org/10.1007/s11265-018-1335-1

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11265-018-1335-1

Keywords

Navigation