Joint Decorrelating Channel and Data Estimation for Space-Time Spreading Systems

In this paper, we propose a new joint channel and data detection scheme based on the superimposed training technique for space-time spreading systems. The proposed scheme enhances the performance by eliminating the multiple access interference from both the channel and data estimation by employing two decorrelators: channel and data decorrelators. On a frequency-selective fading channel, our simulation results show that the proposed scheme outperforms other conventional joint channel and data estimation techniques. Moreover, unlike other conventional detection techniques, our proposed estimation technique is shown to achieve the full system diversity.

[1]  Lie-Liang Yang,et al.  MIMO-assisted space-code-division multiple-access: linear detectors and performance over multipath fading channels , 2006, IEEE Journal on Selected Areas in Communications.

[2]  Matti Latva-aho,et al.  Multiuser receivers for CDMA systems in Rayleigh fading channels , 2000, IEEE Trans. Veh. Technol..

[3]  Siavash M. Alamouti,et al.  A simple transmit diversity technique for wireless communications , 1998, IEEE J. Sel. Areas Commun..

[4]  N. Seshadri,et al.  Increasing data rate over wireless channels , 2000, IEEE Signal Process. Mag..

[5]  A. Robert Calderbank,et al.  Space-Time block codes from orthogonal designs , 1999, IEEE Trans. Inf. Theory.

[6]  A. Lee Swindlehurst,et al.  Blind and semi-blind equalization for generalized space-time block codes , 2002, IEEE Trans. Signal Process..

[7]  Laurence B. Milstein,et al.  The effects of channel-estimation errors on a space-time spreading CDMA system with dual transmit and dual receive diversity , 2004, IEEE Transactions on Communications.

[8]  David W. Lewis,et al.  Matrix theory , 1991 .

[9]  Zoran Zvonar,et al.  Coherent and differentially coherent multiuser detectors for asynchronous CDMA frequency-selective channels , 1992, MILCOM 92 Conference Record.

[10]  Rick S. Blum,et al.  Improved space-time codes using serial concatenation , 2000, IEEE Communications Letters.

[11]  Thomas L. Marzetta,et al.  A transmitter diversity scheme for wideband CDMA systems based on space-time spreading , 2001, IEEE J. Sel. Areas Commun..

[12]  David G. Long,et al.  Array signal processing , 1985, IEEE Trans. Acoust. Speech Signal Process..

[13]  Georgios B. Giannakis,et al.  Space-time coding for broadband wireless communications , 2003, Wirel. Commun. Mob. Comput..

[14]  Jitendra K. Tugnait,et al.  On Superimposed Training for MIMO Channel Estimation and Symbol Detection , 2007, IEEE Transactions on Signal Processing.

[15]  A. Robert Calderbank,et al.  Space-time coding and signal processing for high data rate wireless communications , 2001, Wirel. Commun. Mob. Comput..

[16]  A. Robert Calderbank,et al.  Space-Time Codes for High Data Rate Wireless Communications : Performance criterion and Code Construction , 1998, IEEE Trans. Inf. Theory.

[17]  Vahid Tarokh,et al.  Trellis-coded modulation and transmit diversity: design criteria and performance evaluation , 1998, ICUPC '98. IEEE 1998 International Conference on Universal Personal Communications. Conference Proceedings (Cat. No.98TH8384).