Iterative Receiver Design With Joint Doubly Selective Channel and CFO Estimation for Coded MIMO-OFDM Transmissions

This paper is concerned with the problem of turbo (iterative) processing for joint channel and carrier frequency offset (CFO) estimation and soft decoding in coded multiple-input-multiple-output (MIMO) orthogonal frequency-division-multiplexing (OFDM) systems over time- and frequency-selective (doubly selective) channels. In doubly selective channel modeling, a basis expansion model (BEM) is deployed as a fitting parametric model to reduce the number of channel parameters to be estimated. Under pilot-aided Bayesian estimation, CFO and BEM coefficients are treated as random variables to be estimated by the maximum a posteriori technique. To attain better estimation performance without sacrificing spectral efficiency, soft bit information from a soft-input-soft-output (SISO) decoder is exploited in computing soft estimates of data symbols to function as pilots. These additional pilot signals, together with the original signals, can help to enhance the accuracy of channel and CFO estimates for the next iteration of SISO decoding. The resulting turbo estimation and decoding performance is enhanced in a progressive manner by benefiting from the iterative extrinsic information exchange in the receiver. Both extrinsic information transfer chart analysis and numerical results show that the iterative receiver performance is able to converge fast and close to the ideal performance using perfect CFO and channel estimates.

[1]  Tho Le-Ngoc,et al.  Pilot-Aided Joint CFO and Doubly-Selective Channel Estimation for OFDM Transmissions , 2010, IEEE Transactions on Broadcasting.

[2]  James R. Zeidler,et al.  Data-Aided Joint Estimation of Carrier Frequency Offset and Frequency-Selective Time-Varying Channel , 2008, 2008 IEEE International Conference on Communications.

[3]  Andrea M. Tonello,et al.  Space-time bit-interleaved coded modulation with an iterative decoding strategy , 2000, Vehicular Technology Conference Fall 2000. IEEE VTS Fall VTC2000. 52nd Vehicular Technology Conference (Cat. No.00CH37152).

[4]  Stephan ten Brink,et al.  Designing Iterative Decoding Schemes with the Extrinsic Information Transfer Chart , 2001 .

[5]  Dariush Divsalar,et al.  A soft-input soft-output APP module for iterative decoding of concatenated codes , 1997, IEEE Communications Letters.

[6]  V. Meghdadi,et al.  Turbo Receiver Design with EM-Based Frequency Synchronization for MIMO-OFDM Systems , 2007, 2007 IEEE 15th Signal Processing and Communications Applications.

[7]  M. Ghogho,et al.  Training Design for Multipath Channel and Frequency-Offset Estimation in MIMO Systems , 2006, IEEE Transactions on Signal Processing.

[8]  Geoffrey Ye Li,et al.  Broadband MIMO-OFDM wireless communications , 2004, Proceedings of the IEEE.

[9]  Geoffrey Ye Li,et al.  OFDM and Its Wireless Applications: A Survey , 2009, IEEE Transactions on Vehicular Technology.

[10]  Marc C. Necker,et al.  Totally blind channel estimation for OFDM on fast varying mobile radio channels , 2004, IEEE Transactions on Wireless Communications.

[11]  Brian K. Classon,et al.  Downlink Control Channel Design for 3GPP LTE , 2008, 2008 IEEE Wireless Communications and Networking Conference.

[12]  H. Vincent Poor,et al.  Joint Channel Estimation, Equalization, and Data Detection for OFDM Systems in the Presence of Very High Mobility , 2010, IEEE Transactions on Signal Processing.

[13]  Geert Leus,et al.  Pilot-Assisted Time-Varying Channel Estimation for OFDM Systems , 2007, IEEE Transactions on Signal Processing.

[14]  T. Zemen,et al.  Time-variant channel estimation using discrete prolate spheroidal sequences , 2005, IEEE Transactions on Signal Processing.

[15]  Jianhua Liu,et al.  Turbo processing for an OFDM-based MIMO system , 2005, IEEE Trans. Wirel. Commun..

[16]  Joachim Speidel,et al.  A comparative study of iterative channel estimators for mobile OFDM systems , 2003, IEEE Trans. Wirel. Commun..

[17]  Jean-Pierre Cances,et al.  Iterative (turbo) expectation - maximisation-based time and frequency synchronisation for multiple-input multiple-output-orthogonal frequency-division multiplexing systems , 2008, IET Commun..

[18]  Dimitrios Hatzinakos,et al.  Joint estimation of channel response, frequency offset, and phase noise in OFDM , 2006, IEEE Transactions on Signal Processing.

[19]  Feifei Gao,et al.  Identifiability of data-aided carrier-frequency offset estimation over frequency selective channels , 2006, IEEE Transactions on Signal Processing.