Skip to main content
SpringerLink
Log in

DWT-based joint antenna selection for correlated MIMO channels

  • Original Paper
  • Published:
Signal, Image and Video Processing Aims and scope Submit manuscript

Abstract

This paper proposes a new discrete wavelet transform (DWT)-based joint antenna selection scheme for spatially correlated multiple-input multiple output (MIMO) channels. To reduce the severe performance degradation of the traditional antenna selection schemes in correlated channels, a new scheme which employ joint antenna selection (JAS) at both link ends algorithm and embed DWT operations in the receiver-end RF chains is proposed. Through extensive simulations it is demonstrated that the proposed DWT-based joint antenna selection has significant improvement of the capacity for both i.i.d and correlated MIMO channels, while requiring only a minor hardware overhead and low computational complexity for the DWT operations. Moreover, it is shown that the capacity associated with DWT-based JAS is higher than the system employing DWT-based receive antenna selection (RAS) only. This is achieved in i.i.d. and correlated MIMO channels.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Foschini G.J. and Gans M.J. (1998). On limits of wireless communications in a fading environment when using multiple antennas. Wireless Personal. Comm. 3: 311–335

    Article  Google Scholar 

  2. Telatar I.E. (1999). Capacity of multi-antenna gaussian channels. Euro. Trans. Telecommun 10(6): 585–595

    Article  Google Scholar 

  3. Molisch A.F. and Win M.Z. (2004). MIMO Systems with antenna selection. IEEE Microwave Magazine 5(1): 46–56

    Article  Google Scholar 

  4. Sanayei S. and Nosratinia A. (2004). Antenna Selection in MIMO Systems. IEEE Commun. Mag. 42(10): 68–73

    Article  Google Scholar 

  5. Molisch, A.F., Win, M.Z., Winters, J.H.: Capacity of MIMO Systems with Antenna Selection. In: Proc. IEEE Int. Conf. on Commun. (ICC’01), pp. 570–574, Helsinki (2001)

  6. Gorokhov, A.: Antenna Selection Algorithms for MEA Transmission Systems. In: Proc. IEEE ICASSP, pp. 2857–2860, Orlando, May (2002)

  7. Gorokhov A., Gore D.A. and Paulraj A.J. (2003). Receive Antenna Selection for Spatial Multiplexing: Theory and Algorithms. IEEE Trans. Signal Proc. 51: 2796–2807

    Article  MathSciNet  Google Scholar 

  8. Gharavi-Alkhansari M. and Gershman A.B. (2004). Fast Antenna Subset Selection in MIMO Systems. IEEE Trans. on Signal Proc. 52(2): 339–347

    Article  MathSciNet  Google Scholar 

  9. Chen, J., Yu, X.: Fast Receive Antenna Selection for MIMO Systems. In: Proc. the 38th Asilomar Conf.on Signals, Systems and Computers, vol. 2, pp. 1777–1780 (2004)

  10. Dai L., Sfar S. and Khaled B. Letaief (2004). Receive Antenna Selection for MIMO Systems in Correlated Channels. IEEE Int’l Conf. on Commun. (ICC’04) 27(1): 2944–2948

    Google Scholar 

  11. Molisch A.F., Win M.Z., Choi Yang-Seok and Winters J.H. (2005). Capacity of MIMO Systems with Antenna Selection. IEEE Tran. Wireless Commun. 4(4): 1759–1772

    Article  Google Scholar 

  12. As-Saafani, M.I., Sadi, S., Badran, E.F., Mohammed, D.A., Shaaban, S.: Antenna Selection Algorithms in Correlated Fading MIMO Channels. In: Proc. of the 23rd NRSC’06, Egypt, pp. B10(1–8), March (2006)

  13. As-Saafani M.I., Badran E.F., Mohamed D.A. and Shaaban S. (2007). DWT-Based Antenna Selection for Correlated MIMO Channels. Int. J. Electr. Circ. Syst. 1: 54–59

    Google Scholar 

  14. Molisch, A.F., Zhange, X., Kung, S.Y., Zhang, J.: DFT-based Hybrid Antenna Selection Schemes for spatially correlated MIMO channels. IEEE Commun. Lett. October (2003)

  15. Molisch, A.F., Zhange, X.: FFT-based Hybrid Antenna Selection Schemes for spatially correlated MIMO channels. IEEE Commun. Lett., 8(1) (2004)

  16. Lifang Li, Jindal N. and Goldsmith A. (2005). Outage capacities and optimal power allocation for fading multiple-access channels. IEEE Trans. Inf. Theory 51: 1326–1347

    Article  Google Scholar 

  17. Gesbert D., Bolecskei H., Gore D.A. and Paulraj A.J. (2002). Outdoor MIMO Wireless Channel: Models and Performance Prediction. IEEE Trans. Commun. 50(12): 1926–1934

    Article  Google Scholar 

  18. Asztely, D.: Antenna Arrays in Mobile Communication Systems: Fast Fading and GSM Base Station Receiver Algorithms. Royal Inst. of Technology, Stockholm, Sweden, Tech. Rep. IR-S3-SB-9611, Mar. (1996)

  19. Gorokhov, A., Collados, M., Gore, D., Paulraj, A.: Transmit/receive MIMO Antenna Subset Selection. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP ’04), vol. 2, Montreal, May (2004)

  20. Sanayei S. and Nosratinia A. (2007). Antenna Selection in Keyhole Channels. IEEE Trans. Commun. 55(3): 404–408

    Article  Google Scholar 

  21. Foschini, G.J.: Layered Space-time Architecture for Wireless Communication in a Fading Environment when Using Multielement Antennas. Bell Labs Tech. J., pp. 41–59, Autumn (1996)

  22. Alamouti S. (1998). A simple transmit diversity technique for wireless communications. IEEE J. Sel. Aera Commun. 16(8): 1451–1458

    Article  Google Scholar 

  23. Schniter, P.: Finite-Length Sequences and the DWT Matrix. Connexions Web site. http://cnx.org/content/m10459/2.6/ (2005)

  24. Mallat, S.: A Theory for Multiresolution Signal Decomposition: The Wavelet Representation. IEEE Trans. Pattern Analy. Mach. Intell. 11(7) July 89

  25. Wornell, G.: Signal Processing with Fractals: A Wavelet Based Approach. Prentice Hall, Englewood Cliffs

Download references

Author information

Authors and Affiliations

  1. Department of Electronics and Communications Engineering, College of Engineering and Technology, Arab Academy for Science and Technology, Alexandria, Egypt

    Ehab Farouk Badran

Authors
  1. Ehab Farouk Badran
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Ehab Farouk Badran.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Badran, E.F. DWT-based joint antenna selection for correlated MIMO channels. SIViP 3, 35–45 (2009). https://doi.org/10.1007/s11760-008-0057-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11760-008-0057-4

Keywords

Search

Navigation