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DOA-based Beamforming for Multi-Cell Massive MIMO Systems

  • Hu, Anzhong (School of Communication Engineering, Hangzhou Dianzi University)
  • Received : 2015.06.28
  • Accepted : 2016.02.09
  • Published : 2016.10.31

Abstract

This paper proposes a direction-of-arrival (DOA)-based beamforming approach for multi-cell massive multiple-input multiple-output systems with uniform rectangular arrays (URAs). The proposed approach utilizes the steering vectors of the URA to form a basis of the spatial space and selects the partial space for beamforming according to the DOA information. As a result, the proposed approach is of lower computational complexity than the existing methods which utilize the channel covariance matrices. Moreover, the analysis demonstrates that the proposed approach can eliminate the interference in the limit of infinite number of the URA antennas. Since the proposed approach utilizes the multipaths to enhance the signal rather than discarding them, the proposed approach is of better performance than the existing low-complexity method, which is verified by the simulation results.

Keywords

Acknowledgement

Supported by : Zhejiang Provincial Natural Science Foundation of China

References

  1. D. Gesbert, M. Kountouris, R.W. Heath, C.-B. Chae, and T. Salzer, "Shifting the MIMO paradigm," IEEE Signal Process. Mag., vol. 24, no. 5, pp. 36-46, Sept. 2007. https://doi.org/10.1109/MSP.2007.904815
  2. T. L. Marzetta, "Massive MIMO: An introduction," Bell Labs Tech. J., vol. 20, pp. 11-22, Mar. 2015. https://doi.org/10.15325/BLTJ.2015.2407793
  3. F. Rusek et al., "Scaling up MIMO: Opportunities and challenges with very large arrays," IEEE Signal Process. Mag., vol. 30, no. 1, pp. 40-60, Jan. 2013. https://doi.org/10.1109/MSP.2011.2178495
  4. T. L. Marzetta, "Noncooperative cellular wireless with unlimited numbers of base station antennas," IEEE Trans. Wireless Commun., vol. 9, no. 11, pp. 3590-3600, Nov. 2010. https://doi.org/10.1109/TWC.2010.092810.091092
  5. H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, "The multicell multiuser MIMO uplink with very large antenna arrays and a finite-dimensional channel," IEEE Trans. Commun., vol. 61, no. 6, pp. 2350-2361, June 2013. https://doi.org/10.1109/TCOMM.2013.032713.120408
  6. J. Jose, A. Ashikhmin, T. Marzetta, and S. Vishwanath, "Pilot contamination and precoding in multi-cell TDD systems," IEEE Trans. Wireless Commun., vol. 10, no. 8, pp. 2640-2651, Aug. 2011. https://doi.org/10.1109/TWC.2011.060711.101155
  7. H. Q. Ngo and E. G. Larsson, "EVD-based channel estimation in multicell multiuser MIMO systems with very large antenna arrays," in Proc. IEEE ICASSP, Japan, Mar. 2012, pp. 3249-3252.
  8. R. R. Muller, L. Cottatellucci, and M. Vehkapera, "Blind pilot decontamination," IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 773-786, Oct. 2014. https://doi.org/10.1109/JSTSP.2014.2310053
  9. A. Ashikhmin and T. Marzetta, "Pilot contamination precoding in multicell large scale antenna systems," in Proc. IEEE ISIT, July 2012, pp. 1137-1141.
  10. H. Huh, G. Caire, H. C. Papadopoulos, and S. A. Ramprashad, "Achieving "massive MIMO" spectral efficiency with a not-so-large number of antennas," IEEE Trans. Wireless Commun., vol. 11, no. 9, pp. 3226-3239, Sept. 2012. https://doi.org/10.1109/TWC.2012.070912.111383
  11. H. Yin, D. Gesbert, M. Filippou, and Y. Liu, "A coordinated approach to channel estimation in large-scale multiple-antenna systems," IEEE J. Sel. Areas Commun., vol. 31, no. 2, pp. 264-273, Feb. 2013. https://doi.org/10.1109/JSAC.2013.130214
  12. J. Hoydis, C. Hoek, T.Wild, and S. ten Brink, "Channel measurements for large antenna arrays," in Proc. ISWCS, France, Aug. 2012, pp. 811-815.
  13. Y.-H. Nam et al., "Full-dimension MIMO (FD-MIMO) for next generation cellular technology," IEEE Commun. Mag., vol. 51, no. 6, pp. 172-179, June 2013.
  14. S. M. Razavizadeh, M. Ahn, and I. Lee, "Three-dimensional beamforming: A new enabling technology for 5G wireless networks ," IEEE Signal Process. Mag., vol. 31, no. 6, pp. 94-101, Nov. 2014. https://doi.org/10.1109/MSP.2014.2335236
  15. O. N. Alrabadi, E. Tsakalaki, H. Huang, and G. F. Pedersen, "Beamforming via large and dense antenna arrays above a clutter," IEEE J. Sel. Areas Commun., vol. 31, no. 2, pp. 314-325, Feb. 2013. https://doi.org/10.1109/JSAC.2013.130218
  16. P. Zetterberg and B. Ottersten, "The spectrum efficiency of a base station antenna array system for spatially selective transmission," IEEE Trans. Veh. Technol., vol. 44, no. 3, pp. 651-660, Aug. 1995. https://doi.org/10.1109/25.406634
  17. M. Sadek, A. Tarighat, and A. H. Sayed„ "A leakage-based precoding scheme for downlink multi-user MIMO channels," IEEE Trans. Wireless Commun., vol. 6, no. 5, pp. 1711-1721, May 2007. https://doi.org/10.1109/TWC.2007.360373
  18. P. D. Karaminas and A.Manikas, "Super-resolution broad null beamforming for cochannel interference cancellation in mobile radio networks," IEEE Trans. Veh. Technol., vol. 49, no. 3, pp. 689-697, May 2000. https://doi.org/10.1109/25.845085
  19. H. Yin, D. Gesbert, and L. Cottatellucci, "Dealing with interference in distributed large-scale MIMO systems: A statistical approach," IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 942-953, May 2014. https://doi.org/10.1109/JSTSP.2014.2322583
  20. S. Nam, J. Kim, and Y. Han, "A user selection algorithm using angle between subspaces for downlink MU-MIMO systems," IEEE Trans. Commun., vol. 62, no. 2, pp. 616-624, Feb. 2014. https://doi.org/10.1109/TCOMM.2014.010414.130073
  21. D. Yue, Y. Zhang, and Y. Jia, "Beamforming based on specular component for massive MIMO systems in Ricean fading," IEEE Wireless Commun. Lett., vol. 4, no. 2, pp. 1248-1251, Apr. 2015.
  22. J. Brady and A. Sayeed, "Beamspace MU-MIMO for high-density gigabit small cell access at millimeter-wave frequencies," in Proc. SPAWC, Canada, June 2014, pp. 80-84.
  23. J. Brady, N. Behdad, and A. M. Sayeed, "Beamspace MIMO for millimeter-wave communications: System architecture, modeling, analysis, and measurements," IEEE Trans. Antennas Propag., vol. 61, no. 7, pp. 3814-3827, July 2013. https://doi.org/10.1109/TAP.2013.2254442
  24. A. Kammoun, H. Khanfir, Z. Altman, M. Debbah, and M. Kamoun, "Preliminary results on 3D channel modeling: from theory to standardization," IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1219-1219, June 2014. https://doi.org/10.1109/JSAC.2014.2328152
  25. N. Seifi, J. Zhang, R. W. Heath, T. Svensson, and M. Coldrey, "Coordinated 3D beamforming for interference management in cellular networks," IEEE Trans. Wireless Commun., vol. 13, no. 10, pp. 5396-5410, Oct. 2014. https://doi.org/10.1109/TWC.2014.2349981
  26. N. Seifi, M. Coldrey, and M. Viberg, "Throughput optimization for MISO interference channels via coordinated user-specific tilting," IEEE Commun. Lett., vol. 16, no. 8, pp. 1248-1251, Aug. 2012. https://doi.org/10.1109/LCOMM.2012.060812.120756
  27. A. Adhikary, J. Nam, J.-Y. Ahn, and G. Caire, "Joint spatial division and multiplexing-the large-scale array regime," IEEE Trans. Inf. Theory, vol. 59, no. 10, pp. 6441-6463, Oct. 2013. https://doi.org/10.1109/TIT.2013.2269476
  28. P. Heidenreich, A. M. Zoubir, and M. Rubsamen, "Joint 2-D DOA estimation and phase calibration for uniform rectangular arrays," IEEE Trans. Signal Process., vol. 60, no. 9, pp. 4683-4693, Sept. 2012. https://doi.org/10.1109/TSP.2012.2203125
  29. A. J. Paulraj, R. Nabar, and D. Gore. Introduction to Space-time Wireless Communications. Cambridge, UK: Cambridge University Press, 2003.
  30. G. H. Golub and C. F. V. Loan. Matrix Computations. Baltimore, USA: The Johns Hopkins University Press, 1996.