DOI QR코드

DOI QR Code

Downlink Capacity Analysis of Distributed Antenna Systems with Imperfect Channel State Information

  • Xu, Weiye (College of Communications Engineering, PLA University of Science and Technology) ;
  • Lin, Min (College of Communications Engineering, PLA University of Science and Technology)
  • 투고 : 2015.12.20
  • 심사 : 2016.11.28
  • 발행 : 2017.01.31

초록

In this paper, considering that perfect channel state information (CSI) is hard to achieve in practice, the downlink capacity of distributed antenna systems (DAS) with imperfect CSI and multiple receive antennas is investigated over composite Rayleigh fading channel. According to the performance analysis, using the numerical calculation, the probability density function (PDF) of the effective output SNR is derived. With this PDF, accurate closed-form expressions of ergodic capacity and outage probability of DAS with imperfect CSI are, respectively, obtained, and they include the ones under perfect CSI as special cases. Besides, the outage capacity of DAS in the presence of imperfect CSI is also derived, and a Newton's method based practical iterative algorithm is proposed to find the accurate outage capacity. By utilizing the Gaussian distribution approximation, another approximate closed-form expression of outage capacity is also derived, and it may simplify the calculation of accurate outage capacity. These theoretical expressions can provide good performance evaluation for downlink DAS for both perfect and imperfect CSI. Simulation results verify the effectiveness of the theoretical analysis, and the system capacity can be improved by increasing the receive antennas, and decreasing the estimation error or path loss. Moreover, the system can tolerate the estimation error variance up to about 0.01 with a slight degradation in the capacity.

키워드

참고문헌

  1. R. Heath, S. Peters, Y. Wang, J. Zhang, "A current perspective on distributed antenna systems for the downlink of cellular systems," IEEE Communications Magazine, vol.51, no.4, pp. 161-167, 2013. https://doi.org/10.1109/MCOM.2013.6495775
  2. C.-X. Wang, X. Hong, X. Ge, X. Cheng, G. Zhang, J.S. Thompson, "Cooperative MIMO channel models: A survey," IEEE Communications Magazine, vol.48, no.2, pp. 80-87, 2010. https://doi.org/10.1109/MCOM.2010.5402668
  3. Y. Lin,W. Yu, "Downlink spectral efficiency of distributed antenna systems under a stochastic model," IEEE Transactions on Wireless Communications, vol.13, no.12, pp. 6891-6902, 2014. https://doi.org/10.1109/TWC.2014.2352259
  4. X.You, D. Wang, B. Sheng, X. Gao, X. Zhao, M. Chen, "Cooperative distributed antenna systems for moblie communications," IEEE Wireless Communications, vol.17, no.3, pp. 35-43, 2010. https://doi.org/10.1109/MWC.2010.5490977
  5. S. Zhou, M. Zhao, X.Xu, J. Wang, Y.Yao, "Distributed wireless communication systems: a new architecture for future public wireless access," IEEE Communications Magazine, vol.41, no.3, pp. 108-113, 2003.
  6. S. Sanayei, A. Nosratinia, "Antenna selection in MIMO systems," IEEE Communication Magazine, vol.42, pp. 68-73, 2004.
  7. Z.Chen, J.Yuan, B.Vucetic, "Analysis of transmit antenna selection/maximal-ratio combing in Rayleigh fading channel," IEEE Transactions on Vehicular Technology, vol.54, no.4, pp. 1312-1321, 2005. https://doi.org/10.1109/TVT.2005.851319
  8. W. Choi, J. D. Andrews, "Downlink performance and capacity of distributed antenna systems in a multicell environment," IEEE Transactions on Wireless Communications, vol.6, pp. 69-73, 2007. https://doi.org/10.1109/TWC.2007.05207
  9. Y. Liu, J. Liu, H. Chen, et al., "Downlink performance analysis of distributed antenna systems," in Proc. of IEEE Wireless Communications and Signal Processing, pp.1-5, 2011.
  10. X. Yu, Y. Yang, M. Li, M. Chen, "Capacity analysis of distributed antenna systems in MIMO Nakagami fading multicell environment," Annals of Telecommunications, vol.67, pp.589-595, 2012. https://doi.org/10.1007/s12243-012-0301-3
  11. J. Park, E. Song, W. Sung, "Capacity analysis for distributed antenna systems using cooperative transmission schemes in fading channels," IEEE Transactions on Wireless Communications, vol.8, pp. 586-592, 2009. https://doi.org/10.1109/TWC.2009.071084
  12. L.Dai, "An uplink capacity analysis of the distributed antenna system (DAS): from cellular DAS to DAS with virtual cells," IEEE Transactions on Wireless Communications, vol.13, no.5, pp. 2717-2731, 2014. https://doi.org/10.1109/TWC.2014.033114.130557
  13. J. Wang, J. Wang, X. Dang, M. Lin, Y. Jiao, "System capacity analysis of downlink distributed antenna systems over composite channels," in Proc. of IEEE International Conference on Communication Technology, pp.1076-1079, 2010.
  14. H. Chen and M. Chen, "Capacity of the distributed antenna systems over shadowed fading channels," in Proc. of the IEEE Vehicular Technology Conference, pp. 1-4, 2009.
  15. Y.Wen, J.Wang, M. Chen, "Ergodic capacity of distributed antenna systems over shadowed Nakagami-m fading channels," in Proc. of IEEE Wireless Communications and Signal Processing, pp.1-6, 2013.
  16. J.-B. Wang, J.-Y. Wang, M. Chen, "Downlink system capacity analysis in distributed antenna systems," Wireless Personal Communications, vol. 67, pp. 631-645, 2012. https://doi.org/10.1007/s11277-011-0401-9
  17. W. Xu, Q. Wang, Y. Wang, B. Wu, "Downlink performance of distributed antenna systems in MIMO composite fading channel," KSII Transactions on Internet and Information Systems, vol.8, no.10, pp.3342-33603, 2014. https://doi.org/10.3837/tiis.2014.10.003
  18. S.-R. Lee, S.-H. Moon, J.-S. Kim, I. Lee, "Capacity analysis of distributed antenna systems in a composite fading channel," IEEE Transactions on Wireless Communications, vol. 11, no. 3, pp.1076-1086, 2012. https://doi.org/10.1109/TWC.2011.122211.110645
  19. M. Matthaiou, N.D. Chatzidiamantis, G.K.Karagiannidis, "A new lower bound on the ergodic capacity of distributed MIMO systems," IEEE Signal Processing Letters, vol.8, pp.227-230, 2011.
  20. H. Chen, J.Wang, M. Chen, "Outage capacity study of the distributed MIMO system with antenna cooperation," Wireless Personal Communications, vol. 59, no.4, pp.599-605, 2011. https://doi.org/10.1007/s11277-010-9927-5
  21. W. Roh and A. Paulraj, "Outage performance of the distributed antenna systems in a composite fading channel," in Proc. of IEEE Vehicular Technology Conference, vol.3, pp. 1520-1524, 2002.
  22. J.Wang, J.Wang, M. Chen, H. Chen, X. Dang, "System outage probability analysis of uplink distributed antenna systems over a composite channel," in Proc. of IEEE 73rd Vehicular Technology Conference, pp. 1-5, 2011.
  23. H. Chen, J. Wang, M. Chen, "Outage performance of distributed antenna systems over shadowed Nakagami-m fading channels," European Transactions on Telecommunicatons, vol.20, pp. 531-535, 2009. https://doi.org/10.1002/ett.1368
  24. J.Wang, M.Chen, Q.-S. Hu, "System outage probability analysis of distributed antenna systems over shadowed generalized-gamma composite channels," in Proc. of IEEE Wireless Communications and Signal Processing, pp.1-6, 2012.
  25. F. Heliot, R. Hoshyar, R. Tafazolli, "A closed-form approximation of the outage probability for distributed MIMO systems," in Proc. of IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, pp.529-533, 2009.
  26. L. Dai, S. Zhou, Y. Yao, "Capacity analysis in CDMA distributed antenna systems," IEEE Transactions on Wireless Communications, vol.4, pp.2613-2620, 2005. https://doi.org/10.1109/TWC.2005.858011
  27. Z. Shi, H. Leib, "Transmit antenna selected V-BLAST systems with power allocation," IEEE Transaction on Vehicular Technology, vol.57, no.4, pp. 2293-2304, 2008. https://doi.org/10.1109/TVT.2007.913181
  28. Q. Kuang, S.-H.Leung, X.Yu, "Adaptive modulation and joint temporal spatial power allocation for OSTBC MIMO systems with imperfect CSI," IEEE Transaction on Communications, vol.60, no.7, pp. 1914-1924, 2012. https://doi.org/10.1109/TCOMM.2012.050812.110044
  29. M.K.Steven, Fundamentals of statistical signal processing: estimation theory, Prentice Hall, 1998.
  30. J. G. Proakis, Digital communications, 4th ed, McGraw-Hill, New York, 2001.
  31. I. S. Gradshteyn and I. M. Ryzhik, Table of integrals, series, and products, 7th ed. San Diego, CA: Academic, 2007.
  32. J. Romero-Jerez and A. Goldsmith, "Performance of multichannel reception with transmit antenna selection in arbitrarily distributed Nagakami fading channels," IEEE Transactions on Wireless Communications, vol.8, no.4, pp. 2006-2013, 2009. https://doi.org/10.1109/TWC.2009.080333
  33. M.Torabi, J.F.Frigon, S.Brunilde, "Performance analysis of adaptive modulation in multiuser selection diversity systems with OSTBC over time-varying channels," IEEE Signal Processing Letters, vol.19, no.4, pp. 211-214, 2012. https://doi.org/10.1109/LSP.2012.2187444
  34. E. Biglieri, R.Calderbank, A. Constantinides, et. al., MIMO wireless communications. Cambridge, U.K.: Cambridge Univ. Press, 2007.
  35. E.G.Larsson, P.Stoica, Space-time block coding for wireless communications. Cambridge, U.K.: Cambridge Univ. Press, 2003.