Skip to main content
Log in

An Adaptive Multiuser Detection Algorithm for CDMA Systems Using Antenna Diversity

  • Published:
Circuits, Systems and Signal Processing Aims and scope Submit manuscript

Abstract

Based on the minimum mean squared error (MMSE) between the data stream and the linear combiner output, a new multiuser detection (MUD) algorithm that combines space–time (ST) processing and antenna array on direct-sequence CDMA signals is proposed. The proposed ST-MUD algorithm is proved to be equivalent to two existing MMSE-based ST-MUD algorithms, and the theoretical BER performances for all the three algorithms are the same. The most attractive feature of the new ST-MUD algorithm is based on the fact that the new method does not require explicit estimation of channel and signaling information. This avoids any channel estimation error, and the method is thus more robust and more accurate than the other two ST-MUD algorithms in practical implementation. Adaptation of the proposed ST-MUD algorithm is implemented by using training sequences. Performance of this new multiuser detector is compared with that of two existing MMSE multiuser detectors and the conventional single-user space–time rake receiver through simulations. The proposed ST-MUD algorithm provides a performance better than existing algorithms and is especially suitable for practical CDMA systems.

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.

Similar content being viewed by others

References

  1. S. Verdu, Multiuser Detection (Cambridge University Press, New York, 1998)

    MATH  Google Scholar 

  2. K.-L. Du, M.N.S. Swamy, Wireless Communication Systems: From RF Subsystems to 4G Enabling Technologies (Cambridge University Press, Cambridge, 2010)

    Google Scholar 

  3. S. Verdu, Minimum probability of error for asynchronous Gaussian multiple access channels. IEEE Trans. Inf. Theory 32(1), 85–96 (1986)

    Article  MATH  MathSciNet  Google Scholar 

  4. R. Lupas, S. Verdu, Linear multiuser detectors for synchronous code-division multiple-access channels. IEEE Trans. Inf. Theory 35(1), 123–136 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  5. Z. Xie, R.T. Short, C.K. Rushforth, A family of suboptimum detectors for coherent multiuser communications. IEEE J. Sel. Areas Commun. 8(4), 683–690 (1990)

    Article  Google Scholar 

  6. Y.C. Eldar, A.V. Oppenheim, Orthogonal multiuser detection. Signal Process. 82(2), 321–325 (2002)

    Article  MATH  Google Scholar 

  7. X.D. Wang, H.V. Poor, Blind multiuser detection: a subspace approach. IEEE Trans. Inf. Theory 44(2), 677–690 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  8. M.L. Honig, U. Madhow, S. Verdu, Blind adaptive multiuser detection. IEEE Trans. Inf. Theory 41(4), 944–960 (1995)

    Article  MATH  Google Scholar 

  9. H. Zhou, W.L. Woo, B.S. Sharif, Subspace-based blind adaptive multiuser detection using Kalman filter. IEE Proc. Commun. 152(3), 302–310 (2005)

    Article  Google Scholar 

  10. X. Li, H.H. Fan, Direct blind multiuser detection for CDMA in multipath without channel estimation. IEEE Trans. Signal Process. 49(1), 63–73 (2001)

    Article  MathSciNet  Google Scholar 

  11. X.D. Zhang, W. Wei, Blind adaptive multiuser detection based on Kalman filtering. IEEE Trans. Signal Process. 50(1), 87–95 (2002)

    Article  MathSciNet  Google Scholar 

  12. B.G. Agee, S.V. Schell, W.A. Gardner, Spectral self-coherence restoral: a new approach to blind adaptive signal extraction using antenna arrays. Proc. IEEE 78(4), 753–767 (1990)

    Article  Google Scholar 

  13. K.-L. Du, M.N.S. Swamy, An iterative blind cyclostationary beamforming algorithm, in Proc. IEEE Int. Conf. Commun., New York, April–May 2002, pp. 145–148

  14. K.-L. Du, M.N.S. Swamy, Simple and practical cyclostationary beamforming algorithms. IEE Proc., Vis. Image Signal Process. 151(3), 175–179 (2004)

    Article  Google Scholar 

  15. J.J. Blanz, A. Papathanassiou, M. Haardt, I. Furio, P.W. Baier, Smart antennas for combined DOA and joint channel estimation in time-slotted CDMA mobile radio systems with joint detection. IEEE Trans. Veh. Technol. 49(2), 293–306 (2000)

    Article  Google Scholar 

  16. J. Blanz, A. Klein, M. Nasshan, A. Steil, Performance of a cellular hybrid C/TDMA mobile radio system applying joint detection and coherent receiver antenna diversity. IEEE J. Sel. Areas Commun. 12(4), 568–579 (1994)

    Article  Google Scholar 

  17. K.-L. Du, M.N.S. Swamy, Neural Networks in a Softcomputing Framework (Springer, London, 2006)

    MATH  Google Scholar 

  18. G. Xu, R.H. Roy, T. Kailath, Detection of number of sources via exploitation of the centro-symmetry property. IEEE Trans. Signal Process. 42(1), 102–112 (1994)

    Article  Google Scholar 

  19. C.B. Papadias, H. Huang, Linear space-time multiuser detection for multipath CDMA channels. IEEE J. Sel. Areas Commun. 19(2), 254–265 (2001)

    Article  Google Scholar 

  20. H. Dai, H.V. Poor, Iterative space–time processing for multiuser detection in multipath CDMA channels. IEEE Trans. Signal Process. 50(9), 2116–2127 (2002)

    Article  MathSciNet  Google Scholar 

  21. D. Reynolds, X. Wang, H.V. Poor, Blind adaptive space–time multiuser detection with multiple transmitter and receiver antennas. IEEE Trans. Signal Process. 50(6), 1261–1276 (2002)

    Article  Google Scholar 

  22. X. Wang, H.V. Poor, Space–time multiuser detection in multipath CDMA channels. IEEE Trans. Signal Process. 49(9), 2356–2374 (1999)

    Article  Google Scholar 

  23. K.-L. Du, M.N.S. Swamy, Performance of multiuser detection schemes for CDMA systems using antenna arrays, in Proc. World Wireless Congress 2004, WWC’04, San Francisco, May 2004, pp. 433–438

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to K.-L. Du.

Additional information

This work was supported by NSERC of Canada.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Du, KL., Swamy, M.N.S. An Adaptive Multiuser Detection Algorithm for CDMA Systems Using Antenna Diversity. Circuits Syst Signal Process 29, 1207–1222 (2010). https://doi.org/10.1007/s00034-010-9201-9

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00034-010-9201-9

Keywords

Navigation