MIMO-OFDM Channel Estimation in Presence of Carrier Frequency Offsets

Optimal pilot design and placement for channel estimation in multiple-input multiple-output (MIMO) orthogonal frequency-division multiplexing (OFDM) systems in the presence of frequency offset are discussed. Both the single-frequency-offset case and the multiple-frequency-offset case are treated. Constant-envelope (CE) is shown to be a sufficient but not necessary condition for optimizing the mean square error (MSE). When the CE condition is relaxed, i.e., pilots with multiple envelope values, the power allocation and placement rules for the optimal MSE performance are derived. The least-squares (LS) and linear minimum mean square error (LMMSE) estimators are designed for uncorrelated and correlated MIMO-OFDM channels, respectively. Both optimal adaptive pilot power allocation and suboptimal uniform pilot power allocation strategies are developed for the proposed LMMSE estimator. The adaptive allocation performs 4 dB better than the uniform allocation in the high noise region, but they both perform identically in the low noise region. Performance comparisons are made against several previous pilot designs due to [1]. The proposed LMMSE estimator significantly outperforms the LS estimator.

[1]  Gerard J. Foschini,et al.  Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas , 1996, Bell Labs Technical Journal.

[2]  Marc Moonen,et al.  Optimal training design for MIMO OFDM systems in mobile wireless channels , 2003, IEEE Trans. Signal Process..

[3]  N. Al-Dhahir,et al.  MIMO-OFDM Training Signal Design in the Presence of Frequency Offset and Phase Noise , 2005, 2005 5th International Conference on Information Communications & Signal Processing.

[4]  Vijay K. Bhargava,et al.  Optimal periodic training signal for frequency offset estimation in frequency-selective fading channels , 2006, IEEE Trans. Commun..

[5]  Geoffrey Ye Li,et al.  Channel estimation for MIMO OFDM in correlated fading channels , 2005, IEEE International Conference on Communications, 2005. ICC 2005. 2005.

[6]  Chintha Tellambura,et al.  Joint channel and frequency offset estimation and training sequence design for MIMO systems over frequency selective channels , 2004, IEEE Global Telecommunications Conference, 2004. GLOBECOM '04..

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

[8]  Hlaing Minn,et al.  Optimal training signals for MIMO OFDM channel estimation , 2006, IEEE Trans. Wirel. Commun..

[9]  Petre Stoica,et al.  On parameter estimation of MIMO flat-fading channels with frequency offsets , 2003, IEEE Trans. Signal Process..

[10]  Hlaing Minn,et al.  Optimal training signals for MIMO OFDM channel estimation , 2004, IEEE Global Telecommunications Conference, 2004. GLOBECOM '04..