volume | PIER Journals

Abstract

In this paper, minimum variance distortionless response (MVDR) algorithm for adaptive Beamforming is applied to a linear array under known mutual coupling among half wavelength dipole (HWD) antennas. This algorithm will minimize the signals from all interference directions while keeping the desired signal undistorted. The problem of calculating mutual coupling coefficient of the array HWD antennas formed into a matrix has been considered. The obtained results show the effectiveness of the proposed method, in which the optimum weighting of adaptive antenna arrays is accomplished by computing the weight vector that achieves maximum towards the desired signal and nulls towards interferers. Also, performance evaluation of this algorithm in terms of complexity, convergence speed, and amplitude response will be present. It is shown from the simulation results that the performance of the beamforming algorithm considering the mutual coupling effect can be improved by the proposed compensation method. We also simulate the signal-to-interference-plus-noise ratio (SINR) with different input signal-to-interference ratio (SIR). The different results obtained are in good agreement with those of the literature.

1. Guo, Y. J. and W. Ziolkowsk, Advanced Antenna Array Engineering for 6G and Beyond Wireless Communications, John Wiley, New Jersey, 2022.

2. Godara, L. C., Handbook of Antennas in Wireless Communications, 1st Ed., CRC Press, 2002.

3. Ma, Y., J. Wang, M. Chen, Z. Li, and Z. Zhang, "Smart antenna with automatic beam switching for mobile communication," EURASIP Journal on Wireless Communications and Networking, Vol. 179, 1-19, 2020. Google Scholar

4. Gross, F., Smart Antenna for Wireless Communication, McGraw-Hill, New York, 2005.

5. Yang, B., W. Li, Y. Li, and C. Yue, "Novel robust adaptive beamforming against unknown mutual coupling," Journal of Electromagnetic Waves and Applications, Vol. 35, No. 18, 2447-2467, 2021.
doi:10.1080/09205071.2021.1952656 Google Scholar

6. Bensalem, M. and O. Barkat, "DOA estimation of linear dipole array with known mutual coupling based on ESPRIT and MUSIC," Radio Science, Vol. 57, No. 2, 1-15, 2022.
doi:10.1029/2021RS007294 Google Scholar

7. Kelley, D. F. and W. L. Stutzman, "Array antenna pattern modelling methods that include mutual coupling effects," IEEE Transactions on Antennas and Propagation, Vol. 41, No. 12, 1625-1632, 1993.
doi:10.1109/8.273305 Google Scholar

8. Gupta, I. and A. Ksienski, "Effect of mutual coupling on the performance of adaptive arrays," IEEE Transactions on Antennas and Propagation, Vol. 31, No. 5, 785-791, 1983.
doi:10.1109/TAP.1983.1143128 Google Scholar

9. Wallace, J. W. and M. A. Jensen, "Mutual coupling in MIMO wireless systems: A rigorous network theory analysis," IEEE Transactions on Wireless Communications, Vol. 4, No. 4, 1317-1325, 2004.
doi:10.1109/TWC.2004.830854 Google Scholar

10. Dandekar, K. R., H. Ling, and G. Xu, "Experimental study of mutual coupling compensation in smart antenna applications," IEEE Transactions on Wireless Communications, Vol. 1, No. 3, 480-487, 2002.
doi:10.1109/TWC.2002.800546 Google Scholar

11. Lee, J.-H. and Y. L. Chen, "Performance analysis of antenna array beamformers with mutual coupling effects," Progress In Electromagnetics Research B, Vol. 33, 291-215, 2011.
doi:10.2528/PIERB11052802 Google Scholar

12. Selvaraju, R., M. H. Jamaluddin, M. R. Kamarudin, J. Nasir, and M. H. Dah, "Mutual coupling reduction and pattern error correction in a 5G beamforming linear array using CSRR," IEEE Access, Vol. 6, No. 6, 65922-65934, 2018.
doi:10.1109/ACCESS.2018.2873062 Google Scholar

13. Huang, Q., H. Zhou, J. Bao, and X. Shi, "Calibration of mutual coupling effect for adaptive arrays composed of circularly polarized microstrip antennas," Electromagnetics, Vol. 34, 392-401, 2014.
doi:10.1080/02726343.2014.910371 Google Scholar

14. Craeye, C. and D. González-Ovejero, "A review on array mutual coupling analysis," Radio Science, Vol. 46, No. 2, 22-25, 2011.
doi:10.1029/2010RS004518 Google Scholar

15. Clerckx, B., C. Craeye, D. Vanhoenacker, and C. Oestges, "Impact of antenna coupling on 2 × 2 MIMO communications," IEEE Transactions on Vehicular Technology, Vol. 56, No. 3, 1009-1018, 2007.
doi:10.1109/TVT.2007.895545 Google Scholar

16. Lau, C. E., R. S. Adve, and T. K. Sarkar, "Minimum norm mutual coupling compensation with applications in direction of arrival estimation," IEEE Transactions on Antennas and Propagation, Vol. 52, No. 8, 2034-2041, 2004.
doi:10.1109/TAP.2004.832511 Google Scholar

17. Friedlander, B. and A. J. Weiss, "Direction finding in the presence of mutual coupling," IEEE Transactions on Antennas and Propagation, Vol. 39, 277-284, 1991. Google Scholar

18. Widrow, B. and S. D. Stearns, Adaptive Signal Processing, Englewood Cliffs, Prentice-Hall, 1985.

19. Higuchi, T., N. Ito, S. Araki, T. Yoshioka, M. Delcroix, and T. Nakatani, "Online MVDR beamformer based on complex Gaussian mixture model with spatial prior for noise robust ASR," IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 25, No. 4, 780-793, 2017.
doi:10.1109/TASLP.2017.2665341 Google Scholar

20. Kubo, Y., T. Nakatani, M. Delcroix, K. Kinoshita, and S. Araki, "Mask-based MVDR beamformer for noisy multisource environments: Introduction of time-varying spatial covariance model," 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), 6855-6859, 2019.
doi:10.1109/ICASSP.2019.8683092 Google Scholar

21. Shahab, S. N., A. R. Zainun, N. H. Noordin, and A. J. Mohamad, "Performance analysis of smart antenna based on MVDR beamformer using rectangular antenna array," ARPN Journal of Engineering and Applied Sciences, Vol. 10, No. 22, 17132-17138, 2015. Google Scholar

22. Capon, J., "High-resolution frequency-wavenumber spectrum analysis," Proc. IEEE, Vol. 57, No. 8, 1408-1418, 1987.
doi:10.1109/PROC.1969.7278 Google Scholar

23. Ali, R., T. V. Waterschoot, and M. Moonen, "An integrated MVDR beamformer for speech enhancement using a local microphone array and external microphones," EURASIP J. Audio Speech Music Process, Vol. 10, 1-20, 2021. Google Scholar

24. Higuchi, T., N. Ito, S. Araki, T. Yoshioka, M. Delcroix, and T. Nakatani, "Online MVDR beamformer based on complex Gaussian mixture model with spatial prior for noise robust ASR," IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 25, No. 4, 780-793, 2017.
doi:10.1109/TASLP.2017.2665341 Google Scholar

25. Wang, B., F. Chen, and H. Ge, "Subspace projection semi-real-valued MVDR algorithm based on vector sensors array processing," Neural Computing and Applications, Vol. 32, 173-181, 2020.
doi:10.1007/s00521-018-3791-8 Google Scholar

26. Barkat, O., "Modeling and optimization of radiation characteristics of triangular superconducting microstrip antenna array," Computational Electronics, Vol. 13, 657-665, 2014.
doi:10.1007/s10825-014-0584-x Google Scholar

27. Barkat, O. and A. Benghalia, "Radiation pattern synthesis for linear arrays of microstrip antennas on uniaxially anistropic substrate," IEEE International Conference on Computational Cybernetics, 209-213, 2007.
doi:10.1109/ICCCYB.2007.4402036 Google Scholar

28. Veerendra, D. and A. Mukil, "Adaptive Beamformers for high speed mobile communication," Wireless Personal Communications, Vol. 113, 1691-1707, 2020.
doi:10.1007/s11277-020-07287-1 Google Scholar

Dr. Noureddine Boughaba

Dr. Chouaib Chettah

Dr. Ouarda Barkat