Skip to main content
Log in

Performance Analysis of Multiuser Diversity on OSTBC MIMO Systems with Antenna Selection in the Presence of Feedback Delay CSI

  • Published:
Wireless Personal Communications Aims and scope Submit manuscript

Abstract

In this paper, we studied a comprehensive analytical symbol error probability (SEP) performance analysis of downlink multiuser diversity (MUD) on orthogonal space–time block code (OSTBC) system with transmit antenna selection (TAS) in the presence of imperfect channel state information (CSI) due to feedback delay over Rayleigh fading channels. The novel analytical approach is suitable for MUD with TAS/OSTBC systems in which effective receiver signal-to-noise ratio (SNR) is described as highest order statistic of Chi square distribution. Based on this framework, the closed-form SEP expressions are evaluated for the MUD exploiting TAS/OSTBC with normalized SNR based scheduling in heterogeneous wireless networks. Further, we derive approximate SEP; upper bound and lower bound SEP at high SNR under delayed feedback CSI. Thereafter the impact of feedback delay and antenna structures with significance on the consideration of MUD on the performance of the system has been analyzed.

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. Ahn, K. S., Heath, R. W, Jr., & Baik, H. K. (2008). Shannon capacity and symbol error rate of space-time block codes in MIMO Rayleigh channels with channel estimation error. IEEE Transactions on Wireless Communications, 7(1), 324–333.

    Article  Google Scholar 

  2. Bahceci, I., Duman, T. M., & Altunbasak, Y. (2003). Antenna selection for multiple-antenna transmission systems: Performance analysis and code construction. IEEE Transactions on Information Theory, 49, 2669–2681.

    Article  MathSciNet  MATH  Google Scholar 

  3. Bai, D., Mitran, P., Ghassemzadeh, S. S., Miller, R. R., & Tarokh, V. (2009). Rate of channel hardening of antenna selection diversity schemes and its implication on scheduling. IEEE Transactions on Information Theory, 55(10), 4353–4365.

    Article  MathSciNet  Google Scholar 

  4. Caire, G., & Shamai, S. (2003). On the achievable throughput of a multi-antenna Gaussian broadcast channel. IEEE Transactions on Information Theory, 49, 1691–1706.

    Article  MathSciNet  MATH  Google Scholar 

  5. Chalise, B. K., & Czylwik, A. (2008). Exact outage probability analysis for a multiuser MIMO wireless communication system with space-time block coding. IEEE Transactions on Vehicular Technology, 57(3), 1502–1512.

    Article  Google Scholar 

  6. Chauhan, S. S., & Kumar, S. (2015). Adaptive-transmission channel capacity of maximal ratio combining with antenna selection in Nakagami-m fading channels. Springer Wireless Personal Communications, 85(4), 2233–2243.

    Article  Google Scholar 

  7. Chauhan, S. S., & Kumar, S. (2015). Unified symbol error probability analysis of multiuser diversity in TAS/OSTBC systems. Springer Telecommunication Systems,. doi:10.1007/s11235-015-0097-3.

    Google Scholar 

  8. Cho, K., & Yoon, D. (2002). On the general BER expression of one-and two-dimensional amplitude modulations. IEEE Transactions on Communications, 50, 1074–1080.

    Article  Google Scholar 

  9. David, H. A. (1970). Order statistics. New York: Wiley.

    MATH  Google Scholar 

  10. Gozali, R., Buehrer, R. M., & Woerner, B. D. (2003). The impact of multiuser diversity on space-time block coding. IEEE Communications Letters, 7(5), 213–215.

    Article  Google Scholar 

  11. Gradshteyn, I. S., & Ryzhik, M. (2000). Table of integrals, series, and products (6th ed.). San Diego, CA: Academic.

    MATH  Google Scholar 

  12. Haccoun, D., Torabi, M., & Ajib, W. (2010). Performance analysis of multiuser diversity with antenna selection in MIMO MRC systems. Elsevier Physical Communications, 3, 276–286.

    Article  MATH  Google Scholar 

  13. Jiang, J., Buehrer, R. M., & Tranter, W. H. (2004). Antenna diversity in multiuser data networks. IEEE Transactions on Communications, 52(3), 490–497.

    Article  Google Scholar 

  14. Ko, Y., & Tepedelenlioglu, C. (2006). Orthogonal space-time block coded rate-adaptive modulation with outdated feedback. IEEE Transactions on Wireless Communications, 5(2), 290–295.

    Article  Google Scholar 

  15. Lee, D., & Kim, K. (2009). Error probability analysis of combining space-time block coding and scheduling in MIMO systems. IEEE Signal Processing Letters, 16(12), 1071–1074.

    Article  Google Scholar 

  16. Li, G., Blostein, S. D., & Feng, J. (2013). Performance analysis of OSTBC transmission in multiuser multiantenna relay networks. IEEE Transactions on Vehicular Technology, 62(1), 421–427.

    Article  Google Scholar 

  17. Lopez, J., & Anton-Haro, C. (2006). Analytical assessment of multiuser vs spatial diversity trade-offs with delayed channel state information. IEEE Communications Letters, 10(8), 588–590.

    Article  Google Scholar 

  18. Loskot, P., & Beaulieu, N. C. (2009). Prony and polynomial approximations for evaluation of the average probability of error over slow-fading channels. IEEE Transactions on Vehicular Technology, 58(3), 1269–1280.

    Article  Google Scholar 

  19. Lu, J., Letaief, K. B., Chuang, J. C. I., et al. (1999). M-PSK and M-QAM BER computation using signal-space concepts. IEEE Transactions on Communications, 47(2), 181–184.

    Article  Google Scholar 

  20. [Online] Available: http://functions.wolfram.com/.

  21. Ramya, T. R., & Bhashyam, S. (2009). Using delayed feedback for antenna selection in MIMO systems. IEEE Trans on Wireless Communications, 8(12), 6059–6067.

    Article  Google Scholar 

  22. Simon, M. K., & Alouini, M. S. (2000). Digital communication over fading channels: A unified approach to performance analysis. New York: John Wiley and Sons.

    Book  Google Scholar 

  23. Torabi, M. (2008). Antenna selection for MIMO-OFDM systems. Elsevier Signal Processing, 88(10), 2431–2441.

    Article  MATH  Google Scholar 

  24. Torabi, M., & Haccoun, D. (2011). Performance analysis of joint user scheduling and antenna selection over MIMO fading channels. IEEE Signal Processing Letters, 18(4), 235–238.

    Article  Google Scholar 

  25. Yang, L., & Alouini, M.-S. (2006). Performance analysis of multiuser selection diversity. IEEE Transactions on Vehicular Technology, 55(3), 1003–1018.

    Google Scholar 

  26. Yu, W., & Cioffi, J. (2004). Sum capacity of Gaussian vector broadcast channels. IEEE Transactions on Information Theory, 50(9), 1875–1892.

    Article  MathSciNet  MATH  Google Scholar 

  27. Zhang, X., Lv, Z., & Wang, W. (2008). Performance analysis of multiuser diversity in MIMO systems with antenna selection. IEEE Transactions on Wireless Communications, 7(1), 15–20.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sudakar Singh Chauhan.

Appendix

Appendix

Inserting (16) and (25) into (18)

$$\begin{aligned} P_{M} \left( s \right) & = \sum\limits_{z = 1}^{2} {a_{z} } \sum\limits_{i = 1}^{{max\left( {M/4,1} \right)}} {\sum\limits_{k = 1}^{K} {\sum\limits_{s = 0}^{K - 1} {\sum\limits_{r = 0}^{{s\left( {N_{r} N_{t} - 1} \right)}} {\sum\limits_{l = 0}^{r} {\frac{{\left( { - 1} \right)^{s} a_{s,r} }}{{\left( {s + 1 - s\rho_{k}^{2} } \right)^{{N_{r} N_{t} + r + l}} }}\left( {\begin{array}{*{20}c} {K - 1} \\ s \\ \end{array} } \right)} } } } } \\ & \quad \times \frac{{\left( { - 1} \right)^{l} r!}}{l!}\frac{{\left( { - r} \right)_{l} }}{{\varGamma \left( {N_{r} N_{t} + l} \right)}} \left( {\begin{array}{*{20}c} {r + N_{r} N_{t} - 1} \\ r \\ \end{array} } \right)\frac{{\rho_{k}^{2l} \left( {\sigma_{k}^{2} } \right)^{r - l} }}{{max\left( {log_{2} M,2} \right)}}\frac{1}{{\left( {\lambda^{\left( k \right)} } \right)^{{N_{r} N_{t} + l}} }} \\ & \quad \times \mathop \int \limits_{0}^{\infty } e^{{ - \left( {\frac{{\left( {s + 1} \right)\gamma }}{{\lambda^{\left( k \right)} \left( {s + 1 - s\rho_{k}^{2} } \right)}}} \right)}} e^{{\left( { - \eta_{v} b_{z} \gamma } \right)}} \gamma^{{N_{r} N_{t} + l - 1}} d\gamma \\ \end{aligned}$$
(37)

Utilizing the identity [11] \(\mathop \int \limits_{0}^{\infty } x^{v - 1} e^{ - \mu x} dx = \frac{1}{{\mu^{v} }}\varGamma \left( v \right)\), we can achieve approximate closed-form expression of average SEP of MUD-MIMO with TAS/MRC using MPSK in (26).

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chauhan, S.S., Kumar, S. Performance Analysis of Multiuser Diversity on OSTBC MIMO Systems with Antenna Selection in the Presence of Feedback Delay CSI. Wireless Pers Commun 92, 695–710 (2017). https://doi.org/10.1007/s11277-016-3572-6

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11277-016-3572-6

Keywords

Navigation