Robust adaptive MMSE/DFE multiuser detection in multipath fading channel with impulse noise

The direct-sequence code-division multiple-access (DS/CDMA) technique is extensively used for cellular, personal, and mobile radio communication systems. However, the conventional channel estimators cannot provide accurate channel information for multiuser detection in the presence of impulsive noise and Doppler spread, especially in the time-varying fading channel. We propose a linear-trend tracking method for estimating the impulse response of the time-varying channel via a robust Kalman filtering with a scheme that can automatically adjust the variance of the driving noise. The proposed method need not identify the parameters of the channel model and is insensitive to the speed of channel variation. Following channel estimation, a robust multiuser detection algorithm is developed via a Kalman-based decision feedback equalization (DFE). A nonlinear limitation function is incorporated to mitigate the effects of channel estimation error and impulsive noise and to prevent severe error propagation. Simulation results conclude that the performance of the DS/CDMA system is improved by using the proposed receiver.

[1]  Bor-Sen Chen,et al.  Robust stability analysis of Kalman-Bucy filter under parametric and noise uncertainties , 1988 .

[2]  Sergio Verdú,et al.  Minimum probability of error for asynchronous Gaussian multiple-access channels , 1986, IEEE Trans. Inf. Theory.

[3]  Norman C. Beaulieu,et al.  Second-order statistical properties of the WSS Jakes' fading channel simulator , 2002, IEEE Trans. Commun..

[4]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[5]  B. Ripley,et al.  Robust Statistics , 2018, Encyclopedia of Mathematical Geosciences.

[6]  Khaled Ben Letaief,et al.  Adaptive equalization and interference cancellation for wireless communication systems , 1999, IEEE Trans. Commun..

[7]  Romano Fantacci,et al.  Adaptive MMSE receivers for communications in non-stationary multipath fading channel , 2000, 2000 IEEE Sixth International Symposium on Spread Spectrum Techniques and Applications. ISSTA 2000. Proceedings (Cat. No.00TH8536).

[8]  Lars K. Rasmussen,et al.  An asynchronous multiuser CDMA detector based on the Kalman filter , 1998, IEEE J. Sel. Areas Commun..

[9]  Yao Ma,et al.  The Kalman Filter as the optimal linear minimum mean-squared error multiuser CDMA detector , 2000, IEEE Trans. Inf. Theory.

[10]  Wen-Rong Wu,et al.  Recursive filtering with non-Gaussian noises , 1996, IEEE Trans. Signal Process..

[11]  James S. Lehnert,et al.  Joint channel estimation and MAP detection in time-selective CDMA channels , 1999, WCNC. 1999 IEEE Wireless Communications and Networking Conference (Cat. No.99TH8466).

[12]  H. Vincent Poor,et al.  Code-aided interference suppression for DS/CDMA communications. II. Parallel blind adaptive implementations , 1997, IEEE Trans. Commun..

[13]  Sergio Verdu,et al.  Multiuser Detection , 1998 .

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

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

[16]  H. Vincent Poor,et al.  Code-aided interference suppression for DS/CDMA communications. I. Interference suppression capability , 1997, IEEE Trans. Commun..

[17]  Akbar M. Sayeed,et al.  Joint multipath-Doppler diversity in mobile wireless communications , 1999, IEEE Trans. Commun..

[18]  H. Vincent Poor,et al.  Robust multiuser detection in non-Gaussian channels , 1999, IEEE Trans. Signal Process..

[19]  Richard A. Davis,et al.  Time Series: Theory and Methods , 2013 .

[20]  Dariush Divsalar,et al.  Improved parallel interference cancellation for CDMA , 1998, IEEE Trans. Commun..

[21]  R.A. Iltis A tracking mode receiver for joint channel estimation and detection of asynchronous CDMA signals , 1999, Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers (Cat. No.CH37020).

[22]  H. Vincent Poor,et al.  Blind equalization and multiuser detection in dispersive CDMA channels , 1998, IEEE Trans. Commun..

[23]  Peter J. Huber,et al.  Robust Statistics , 2005, Wiley Series in Probability and Statistics.

[24]  Andrew J. Viterbi,et al.  On the capacity of a cellular CDMA system , 1991 .