Skip to main content
Log in

Antenna Array and Feed-Backward Equalizer as Single Adaptive Device

  • Published:
Radioelectronics and Communications Systems Aims and scope Submit manuscript

Abstract

This paper considers an adaptive antenna array (AAA) with its weight factors combined with those of Feed-Forward (FF) part of a channel equalizer, while the array output signal is combined with that of Feed-Backward (FB) part of the equalizer. Such an array and distributed equalizer operate as a single multichannel adaptive filter providing the possibility of receiving a useful signal under conditions of its multipathing and in the presence of signals of external interference sources. The paper presents the architecture of antenna array/equalizer and the mathematical description of its multichannel adaptive algorithms, such as recursive least-squares (RLS) algorithm based on the Matrix Inversion Lemma (MIL), QR-decomposition and Householder’s transformation with quadratic computational complexity, and also simple algorithms based on the least squares (LS) criterion, normalized LS (NLS) and affine projection (AP) algorithms with linear computational complexity. The simulation results of the linear antenna array with eight antennas/channels, which receives a useful 16-PSK signal having passed through a two-ray communication channel in the presence of one to four interference sources with signal-to-interference ratio (SIR) of –30 dB for each interference and the signal-to-noise ratio (SNR) of 10–30 dB in the array channels, demonstrate the efficiency of the solution proposed.

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.

Fig. 1.
Fig. 2.
Fig. 3.
Fig. 4.

Similar content being viewed by others

References

  1. R. T. Compton, Adaptive Antennas. Concepts and Performance (Prentice Hall, 1988).

    Google Scholar 

  2. Adaptive Antenna Arrays (Springer Berlin Heidelberg, Berlin, Heidelberg, 2004). DOI: https://doi.org/10.1007/978-3-662-05592-2.

    Book  Google Scholar 

  3. J. E. Hudson, Adaptive Array Principles (IET, The Institution of Engineering and Technology, Michael Faraday House, Six Hills Way, Stevenage SG1 2AY, UK, 1981). DOI: https://doi.org/10.1049/PBEW011E.

    Book  Google Scholar 

  4. R. A. Monzingo, R. L. Haupt, T. W. Miller, Introduction to Adaptive Arrays (IET, 2011). DOI: https://doi.org/10.1049/SBEW046E.

    Book  Google Scholar 

  5. H. Singh, R. M. Jha, "Trends in adaptive array processing," Int. J. Antennas Propag., v.2012, p.1-20 (2012). DOI: https://doi.org/10.1155/2012/361768.

    Article  Google Scholar 

  6. S. V. Vityazev, Digital Processors for Signal Processing (Goryachaya Liniya-Telekom, Moscow, 2017).

    Google Scholar 

  7. R. Woods, J. McAllister, Y. Yi, G. Lightbody, FPGA-based Implementation of Signal Processing Systems (John Wiley & Sons, Ltd, Chichester, UK, 2017). DOI: https://doi.org/10.1002/9781119079231.

    Book  Google Scholar 

  8. D. Gaydos, P. Nayeri, R. Haupt, "Experimental demonstration of a software-defined-radio adaptive beamformer," in 2018 48th European Microwave Conference (EuMC) (IEEE, Washington, 2018). DOI: https://doi.org/10.23919/EuMC.2018.8541750.

    Chapter  Google Scholar 

  9. H. Steyskal, "Digital beamforming antennas: an introduction," Microw. J., n.January, p.107 (1987).

    Google Scholar 

  10. C. Fulton, M. Yeary, D. Thompson, J. Lake, A. Mitchell, "Digital phased arrays: challenges and opportunities," Proc. IEEE, v.104, n.3, p.487 (2016). DOI: https://doi.org/10.1109/JPROC.2015.2501804.

    Article  Google Scholar 

  11. J. M. Loomis, "Digital beamforming - a retrospective," in 2019 IEEE International Symposium on Phased Array System & Technology (PAST) (IEEE, 2019). DOI: https://doi.org/10.1109/PAST43306.2019.9020973.

    Chapter  Google Scholar 

  12. V. Slyusar, "Development of circuitry of digital antenna arrays: some results. Part 1," LastMile, n.1, p.72 (2018). DOI: https://doi.org/10.22184/2070-8963.2018.70.1.72.77.

    Article  Google Scholar 

  13. V. Slyusar, "Development of circuitry of digital antenna arrays: some results. Part 2," LastMile, n.2, p.74 (2018). DOI: https://doi.org/10.22184/2070-8963.2018.71.2.74.78.

    Article  Google Scholar 

  14. P. S. R. Diniz, Adaptive Filtering (Springer US, Boston, MA, 2013). DOI: https://doi.org/10.1007/978-1-4614-4106-9.

    Book  MATH  Google Scholar 

  15. V. I. Djigan, Adaptive Filtering of Signals. Theory and Algorithms (Tekhnosfera, Moscow, 2013).

    Google Scholar 

  16. S. O. Haykin, Adaptive Filter Theory (Pearson, 2014). URI: https://www.pearson.com/us/higher-education/program/Haykin-Adaptive-Filter-Theory-5th-Edition/PGM24418.html.

    MATH  Google Scholar 

  17. S. U. H. Qureshi, "Adaptive equalization," Proc. IEEE, v.73, n.9, p.1349 (1985). DOI: https://doi.org/10.1109/PROC.1985.13298.

    Article  Google Scholar 

  18. E. Perahia, G. J. Pottie, "Adaptive antenna arrays and equalization for indoor digital radio," in Proceedings of ICC/SUPERCOMM ’96 - International Conference on Communications (IEEE, 1996). DOI: https://doi.org/10.1109/ICC.1996.542265.

    Chapter  Google Scholar 

  19. F. Choy, M. Cherniakov, "Combinations of adaptive antennas and adaptive equalizers for mobile communications," in TENCON ’97 Brisbane - Australia. Proceedings of IEEE TENCON ’97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications (Cat. No.97CH36162) (IEEE, Washington, 1997). DOI: https://doi.org/10.1109/TENCON.1997.648253.

    Chapter  Google Scholar 

  20. J.-Y. Lee, H. Samueli, "Adaptive antenna arrays and equalization techniques for high bit-rate QAM receivers," IEEE J. Sel. Areas Commun., v.17, n.4, p.677 (1999). DOI: https://doi.org/10.1109/49.761044.

    Article  Google Scholar 

  21. M.-L. Leou, C.-C. Yeh, H.-J. Li, "A novel hybrid of adaptive array and equalizer for mobile communications," IEEE Trans. Veh. Technol., v.49, n.1, p.1 (2000). DOI: https://doi.org/10.1109/25.820692.

    Article  Google Scholar 

  22. K. Maruta, C.-J. Ahn, "Uplink interference suppression by semi-blind adaptive array with decision feedback channel estimation on multicell massive MIMO systems," IEEE Trans. Commun., v.66, n.12, p.6123 (2018). DOI: https://doi.org/10.1109/TCOMM.2018.2863679.

    Article  Google Scholar 

  23. J. Wu, X. Tang, Z. Li, C. Li, F. Wang, "Cascaded interference and multipath suppression method using array antenna for GNSS receiver," IEEE Access, v.7, p.69274 (2019). DOI: https://doi.org/10.1109/ACCESS.2019.2918775.

    Article  Google Scholar 

  24. V. I. Djigan, "Adaptive antenna array for operation in interference and multipath conditions," Tsifrovaya Obrab. Signalov, n.4, p.20 (2019). URI: http://www.dspa.ru/articles/year2019/jour19_4/art19_4_3.pdf.

    Google Scholar 

  25. I. D. Pletneva, V. I. Djigan, "Simulation of signal processing in digital antenna arrays," in Issledovanie v oblasti tsifrovykh system svyazi (MIET, Moscow, 2007).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Victor I. Djigan.

Ethics declarations

ADDITIONAL INFORMATION

V. I. Djigan

The author declares that he has no conflicts of interest.

This article does not contain any studies with human participants or animals performed by any of the authors.

The initial version of this paper in Russian is published in the journal “Izvestiya Vysshikh Uchebnykh Zavedenii. Radioelektronika,” ISSN 2307-6011 (Online), ISSN 0021-3470 (Print) on the link http://radio.kpi.ua/article/view/S002134702109003X with DOI: https://doi.org/10.20535/S002134702109003X

Additional information

Translated from Izvestiya Vysshikh Uchebnykh Zavedenii. Radioelektronika, No. 9, pp. 550-562, September, 2021 https://doi.org/10.20535/S002134702109003X .

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Djigan, V.I. Antenna Array and Feed-Backward Equalizer as Single Adaptive Device. Radioelectron.Commun.Syst. 64, 482–493 (2021). https://doi.org/10.3103/S073527272109003X

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.3103/S073527272109003X

Navigation