Title :
MIMO channel estimation in correlated fading environments
Author :
Klessling, M. ; Speidel, Joachim ; Chen, Yejian
Author_Institution :
Inst. of Telecommun., Stuttgart Univ., Germany
Abstract :
Pilot aided channel estimation is considered for wireless MIMO systems in the presence of fading correlation. Assuming a linear minimum mean squared error based channel estimator, we study statistical shaping of the training sequence via a matrix prefilter depending on the correlation properties of the channel. The new scheme is a general concept that can readily be applied to smart antenna multiple-input single-output systems. Furthermore, in a quasi-stationary environment with limited mobility, it requires only a long-term update interval of the prefilter, thus admitting its use in FDD systems with a low-rate feedback link for the correlation matrices. Simulation results of a MIMO system with maximum eigenmode transmission, including realistic channel estimation, demonstrate the effectiveness of the proposed scheme with a significant SNR gain.
Keywords :
MIMO systems; channel estimation; fading channels; filtering theory; frequency division multiplexing; least mean squares methods; matrix algebra; mobile radio; sequences; statistical analysis; FDD systems; correlated fading environments; correlation matrices; linear minimum mean squared error estimation; low-rate feedback link; matrix prefilter; maximum eigenmode transmission; pilot aided channel estimation; smart antenna multiple-input single-output systems; training sequence; wireless MIMO systems; Channel estimation; Covariance matrix; Eigenvalues and eigenfunctions; Fading; MIMO; Matrix decomposition; Mobile communication; Rayleigh channels; Vectors; Working environment noise;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Fall. 2003 IEEE 58th
Print_ISBN :
0-7803-7954-3
DOI :
10.1109/VETECF.2003.1285209