Title :
Linear Precoders for OSTBC Mimo Systems with Correlated Rayleigh Fading Channels Based on Convex Optimization
Author :
Phan, Khoa T. ; Vorobyov, Sergiy A. ; Tellambura, Chintha
Author_Institution :
Univ. of Alberta, Edmonton, AB
Abstract :
In this paper, we present a precoder design framework and a computationally simple precoding technique for OSTBC based MIMO wireless systems with both transmit and receive correlations for the case of Rayleigh fading. It is assumed that the correlation among receive antennas is independent of the correlation among transmit antennas (and vice versa). The transmit and receive correlation matrices are assumed to be available at the transmitter, while the instantaneous channel state information (CSI) is unknown. The proposed precoder minimizes the upper bound on the symbol error rate (SER). Our main contribution consists of developing a convex formulation for originally non-convex problem of SER minimization for precoder design. Additionally, it can be shown that previously known solutions for some special cases of precoder design naturally follow from our more general results. Numerical simulations illustrate the improved performance of the proposed precoders in terms of the output SER.
Keywords :
MIMO communication; Rayleigh channels; antenna arrays; block codes; channel coding; convex programming; correlation methods; error statistics; linear codes; matrix algebra; minimisation; orthogonal codes; precoding; receiving antennas; space-time codes; transmitting antennas; OSTBC MIMO wireless systems; SER minimization; channel state information; computationally simple precoding technique; convex optimization; correlated Rayleigh fading channels; linear precoder design; orthogonal space-time block codes; receive antennas; receive correlation matrices; symbol error rate; transmit antennas; transmit correlation matrices; Channel state information; Error analysis; Fading; MIMO; Numerical simulation; Rayleigh channels; Receiving antennas; Transmitters; Transmitting antennas; Upper bound;
Conference_Titel :
Computational Advances in Multi-Sensor Adaptive Processing, 2007. CAMPSAP 2007. 2nd IEEE International Workshop on
Conference_Location :
St. Thomas, VI
Print_ISBN :
978-1-4244-1713-1
Electronic_ISBN :
978-1-4244-1714-8
DOI :
10.1109/CAMSAP.2007.4498005