A robust channel estimator for DS-CDMA systems under multipath fading channels

This paper addresses the problem of channel estimation for direct-sequence code-division multiple-access (DS-CDMA) systems with time-varying multipath fading channels. The multipath fading channels are modeled as autoregressive (AR) models. A method is first proposed to convert the time-varying regression model due to the time-varying nature of users' information symbols into a time-invariant one. Then, a polynomial approach is proposed to obtain the minimum mean square error (MMSE) estimator. The uncertainty of the channel model and decision errors of the DS-CDMA detector are taken into consideration in the design of the MMSE estimator. Compared with the Kalman estimator, the computational complexity of the proposed algorithm is much lower. The simulation results show that the proposed estimator provides a comparable estimation performance with the Kalman estimator and is robust for fast-fading channels.

[1]  Lihua Xie,et al.  Optimal and self-tuning deconvolution in time domain , 1999, IEEE Trans. Signal Process..

[2]  Lihua Xie,et al.  Robust filtering under stochastic parametric uncertainties , 2004, Autom..

[3]  H. Vincent Poor,et al.  Multiuser detection in flat fading non-Gaussian channels , 2002, IEEE Trans. Commun..

[4]  Anders Ahlén,et al.  Tracking of time-varying mobile radio channels .1. The Wiener LMS algorithm , 2001, IEEE Trans. Commun..

[5]  Laurence B. Milstein,et al.  Performance of adaptive linear interference suppression in the presence of dynamic fading , 2001, IEEE Trans. Commun..

[6]  W. C. Jakes,et al.  Microwave Mobile Communications , 1974 .

[7]  P. Bello Characterization of Randomly Time-Variant Linear Channels , 1963 .

[8]  Bor-Sen Chen,et al.  A robust adaptive DFE receiver for DS-CDMA systems under multipath fading channels , 2001, IEEE Trans. Signal Process..

[9]  John G. Proakis,et al.  Digital Signal Processing: Principles, Algorithms, and Applications , 1992 .

[10]  Urbashi Mitra,et al.  Maximum-likelihood-based multipath channel estimation for code-division multiple-access systems , 2001, IEEE Trans. Commun..

[11]  Richard D. Wesel,et al.  Multi-input multi-output fading channel tracking and equalization using Kalman estimation , 2002, IEEE Trans. Signal Process..

[12]  Peter Hsin-Yu Wu,et al.  Multiuser detectors with disjoint Kalman channel estimators for synchronous CDMA mobile radio channels , 2000, IEEE Trans. Commun..

[13]  Lihua Xie,et al.  Discrete J-spectral factorization , 2001, Syst. Control. Lett..

[14]  Anders Ahlén,et al.  Tracking of time-varying mobile radio channels. II. A case study , 2002, IEEE Trans. Commun..

[15]  Srikrishna Bhashyam,et al.  Multiuser channel estimation and tracking for long-code CDMA systems , 2002, IEEE Trans. Commun..

[16]  H. Vincent Poor,et al.  Channel estimation and multiuser detection in long-code DS/CDMA systems , 2001, IEEE J. Sel. Areas Commun..