Turbo equalization based on a new Kalman filter for OFDM over doubly-selective channels

In OFDM systems, multi-path spread and Doppler frequency spread result in the channel fading to be time-and frequency-selective (doubly selective). In such cases, the channel fast variations destroy the orthogonality among sub-carriers, resulting in inter-carrier interference (ICI) which degrades the performance. Aiming at time-varying characteristic of doubly-selective channels, we propose a channel estimation algorithm by a new Kalman filter, and apply it to the oversampled complex exponential basis expansion model (OCE-BEM), changing the variable channel parameters in the period of one OFDM symbol into invariable ones. Meanwhile, we combine this new Kalman filter with the low complexity LMMSE Turbo equalizer based on ICI mitigation, so we neednpsilat many pilot symbols in practice, still can ensure the algorithm performance and reduce the time-delay and complexity of this algorithm.

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

[2]  Georgios B. Giannakis,et al.  Estimation and equalization of fading channels with random coefficients , 1996, Signal Process..

[3]  Robin J. Evans,et al.  Coupled estimators for equalization of fast-fading mobile channels , 1998, IEEE Trans. Commun..

[4]  Yong Soo Cho,et al.  An equalization technique for orthogonal frequency-division multiplexing systems in time-variant multipath channels , 1999, IEEE Trans. Commun..

[5]  Simon Haykin,et al.  Adaptive Filter Theory 4th Edition , 2002 .

[6]  Georgios B. Giannakis,et al.  Bounding performance and suppressing intercarrier interference in wireless mobile OFDM , 2003, IEEE Trans. Commun..

[7]  Sang-Wook Lee,et al.  Channel estimation for OFDM with fast fading channels by modified Kalman filter , 2004, IEEE Trans. Consumer Electron..

[8]  Philip Schniter,et al.  Low-complexity equalization of OFDM in doubly selective channels , 2004, IEEE Transactions on Signal Processing.

[9]  T. Hinamoto,et al.  Kalman channel estimation based on oversampled polynomial model for OFDM over doubly-selective channels , 2005, IEEE 6th Workshop on Signal Processing Advances in Wireless Communications, 2005..

[10]  Marc Moonen,et al.  Equalization for OFDM over doubly selective channels , 2006, IEEE Transactions on Signal Processing.

[11]  Xin Li,et al.  Turbo equalization with nonlinear Kalman filtering for time-varying frequency-selective fading channels , 2007, IEEE Transactions on Wireless Communications.

[12]  Song Xiao-jin Channel estimation method for MIMO-OFDM systems based on pilots and modified Kalman filter , 2007 .

[13]  Ouyang Shan,et al.  Modified KALMAN filter for MIMO-OFDM time-varying channel tracking , 2007 .