DOI QR코드

DOI QR Code

Analysis of Joint Transmit and Receive Antenna Selection in CPM MIMO Systems

  • Lei, Guowei (School of Electronic Engineering, Beijing University of Posts and Telecommunications) ;
  • Liu, Yuanan (School of Electronic Engineering, Beijing University of Posts and Telecommunications) ;
  • Xiao, Xuefang (School of Opto-electronic and Communication Engineering, Xiamen University of Technology)
  • Received : 2016.05.31
  • Accepted : 2017.01.30
  • Published : 2017.03.31

Abstract

In wireless communications, antenna selection (AS) is a widely used method for reducing comparable cost of multiple RF chains in MIMO systems. As is well known, most of literatures on combining AS with MIMO techniques concern linear modulations such as phase shift keying (PSK) and quadrature amplitude modulation (QAM). The combination of CPM and MIMO has been considered an optimal choice that can improve its capacity without loss of power and spectrum efficiency. The aim of this paper is to investigate joint transmit and receive antenna selection (JTRAS) in CPM MIMO systems. Specifically, modified incremental and decremental JTRAS algorithms are proposed to adapt to arbitrary number of selected transmit or receive antennas. The computational complexity of several JTRAS algorithms is analyzed from the perspective of channel capacity. As a comparison, the performances of bit error rate (BER) and spectral efficiency are evaluated via simulations. Moreover, computational complexity of the JTRAS algorithms is simulated in the end. It is inferred from discussions that both incremental JTRAS and decremental JTRAS perform close to optimal JTRAS in BER and spectral efficiency. In the sense of practical scenarios, adaptive JTRAS can be employed to well tradeoff performance and computational complexity.

Keywords

References

  1. D.C. Araujo, T. Maksymyuk, et al, "Massive MIMO: Survey and Future Research Topics," IET Communications, vol. 10, no.15, pp. 1938-1946, October, 2016. https://doi.org/10.1049/iet-com.2015.1091
  2. X.H. Ge, R. Zi, et al, "Multi-user Massive MIMO Communication Systems Based on Irregular Antenna Arrays," IEEE Transactions on Wireless Communications, vol. 15, no. 8, pp. 5287-5301, August, 2016. https://doi.org/10.1109/TWC.2016.2555911
  3. D.A. Gore and A. Paulraj, "MIMO antenna subset selection with space time coding," IEEE Transactions on signal processing, vol. 50, no. 10, pp. 2580-2588, October 2002. https://doi.org/10.1109/TSP.2002.803337
  4. Jr. R.W. Heath, S. Sandhu, A. Paulraj, "Antenna selection for spatial multiplexing systems with linear receivers," IEEE Communications letters, vol. 5, no. 4, pp. 142-144, April 2001. https://doi.org/10.1109/4234.917094
  5. L. Zhou and M. Shimizu, "Fast recursive algorithm for efficient transmit antenna selection in spatial multiplexing systems," in Proc. of IEEE VTC Fall, Anchorage, AK, USA, pp. 1-5, September 20-23, 2009.
  6. B.S. Tan, K.H. Li, K.C. The., "Analysis of transmit antenna selection with output-threshold generalized selection combining over Rayleigh fading," IET Communications, vol. 7, no. 15, pp. 1587-1595, October, 2013. https://doi.org/10.1049/iet-com.2012.0766
  7. A. Yilmaz and O. Kucur, "Performances of transmit antenna selection, receive antenna selection, and maximal-ratio-combining-based hybrid techniques in the presence of feedback errors," IEEE Transactions on vehicular technology, vol. 63, no. 4, pp. 1976-1982, May, 2014. https://doi.org/10.1109/TVT.2013.2267962
  8. B.H. Wang, H.T. Hui and M.S. Leong, "Global and fast receiver antenna selection for MIMO systems," IEEE Transactions on Communications, vol. 9, no. 9, pp. 2505-2510, September, 2010.
  9. W. Zhang, and C. Tellambura, "Performance analysis of joint transmit and receive antenna selection with orthogonal space-time coding," IEEE Transactions on vehicular technology, vol. 59, no. 5, pp. 2631-2635, June, 2010. https://doi.org/10.1109/TVT.2009.2039505
  10. C.E. Chen, "A computationally efficient near-optimal algorithm for capacity-maximization based joint transmit and receive antenna selection," IEEE Communications letters, vol. 14, no. 5, pp. 402-405, May, 2010. https://doi.org/10.1109/LCOMM.2010.05.100017
  11. R.S. Blum, Z. Xu and S. Sfar, "A near-optimal joint transmit and receive antenna selection algorithm for MIMO systems," IEEE Radio and Wireless Symposium 2009, pp. 554-557, January 18-22, 2009.
  12. L. Zhou and Y. Ohashi, "Recursive joint transmit and receive antenna selection in spatial multiplexing systems," in Proc. of IEEE 77th Vehicular technology conference, pp. 1-5, June 2-5, 2013.
  13. Z. Zhou, N. Ge, X. Lin, "Reduced-complexity antenna selection schemes in spatial modulation," IEEE Communications letters, vol. 18, no. 1, pp. 14-17, January, 2014. https://doi.org/10.1109/LCOMM.2013.111413.131566
  14. Z. Chen, "Asymptotic performance of transmit antenna selection with maximal-ratio combing for generalized selection criterion," IEEE Communications letters, vol. 8, no. 4, pp. 247-249, April 2004. https://doi.org/10.1109/LCOMM.2004.827978
  15. L. Yang and J. Qin, "Performance of Alamouti scheme with transmit antenna selection for M-ary signals," IEEE Transactions on Wireless Communications, vol. 5, no. 12, pp. 423-425, December, 2006.
  16. G.W. Lei, Y.A. Liu and X.F. Xiao, "Evaluation of Bit Error Probability for CPM MIMO Systems in Rayleigh Channel," Wireless personal communications, vol. 85, no. 3, pp. 585-595, December 2015. https://doi.org/10.1007/s11277-015-2796-1
  17. Y. Murakami, K. Kobayashi, M. Orihashi, et al., "Performance analysis based on channel matrix eigenvalue for MIMO systems in LOS environments," IEICE Transactions on. Fundamentals, vol. E88-A, no. 10, pp. 2926-2936, October 2005. https://doi.org/10.1093/ietfec/e88-a.10.2926
  18. T. Onizawa, A. Ohta and Y. Asai, "Experiments on FPGA-implemented eigenbeam MIMO-OFDM with transmit antenna selection," IEEE Transactions on vehicular technology, vol. 58, no. 3, pp. 1281-1291, March, 2009. https://doi.org/10.1109/TVT.2008.928900
  19. A.F. Molisch, M.Z. Win, Y.S. Choi, et al., "Capacity of MIMO systems with antenna selection," IEEE Transactions on Wireless Communications, vol. 4, no. 4, pp. 1759-1772, July, 2005. https://doi.org/10.1109/TWC.2005.850307
  20. J. B. Anderson, T. Aulin, C.-E. W. Sundberg, Digital Phase Modulation, New York: Plenum, pp. 50-56, 1986.
  21. D. Gore, A. Gorokhov, A. Paulraj, "Joint MMSE versus V-BLAST and antenna selection," in Proc. of Signals, systems and computers, conference record of the 36th Asilomar conference on., pp. 505-509, November 3-6, 2002.
  22. D.A. Harville, Matrix algebra from a statistician's perspective, Springer, New York, USA, pp. 209, 1997.
  23. T.H. Cormen, C.E. Leiserson, R.L. Rivest, et al., Introduction to algorithms, Cambridge: MIT press, pp. 828, 2001.
  24. A. Gorokhov, M. Collados, D. Gore, et al., "Transmit/receive MIMO antenna subset selection," in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 13-16, May 17-21, 2004.
  25. G.J. Foschini and M.J. Gans, "On limits of wireless communications in a fading environment when using multiple antennas," Wireless personal communications, vol. 6, no. 3, pp. 311-335, March, 1998. https://doi.org/10.1023/A:1008889222784
  26. G. Keri, "The Sherman-Morrison formula for the determinant and its application for optimizing quadratic functions on condition sets given by extreme generators," Optimization Theory, Springer US, vol. 59, pp. 119-138, 2001.