Title :
Cutoff Rate Optimized Space-Time Signal Design for Partially Coherent Channel
Author :
Yadav, Animesh ; Juntti, Markku ; Lilleberg, Jorma
Author_Institution :
Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland
fDate :
6/1/2012 12:00:00 AM
Abstract :
Space-time (ST) constellations for multiple-input multiple-output (MIMO) systems have usually been designed assuming either perfect or no channel state information (CSI) at the receiver. Practical systems are often partially coherent, i.e., have imperfect receiver CSI. In this paper, we consider the partially coherent ST code and constellation design for MIMO systems in Rayleigh fading channels while keeping the communication resource (i.e., power and rate) allocation to the training symbols minimum. As a result receiver acquires an imperfect CSI estimate, which is Gaussian random variable with zero mean and a non-zero variance, while the transmitter has perfect knowledge of the CSI estimation variance available via feedback. We propose to use the cutoff rate (CR) with respect to signal points as the design criterion. The CR expression is first derived. The CR maximization problem is formulated and numerical optimization algorithms are proposed. Constraints on the peak-to-average power ratio (PAPR) are also introduced. Numerical examples show that the designed constellations outperform earlier ones with respect to the PAPR, mutual information between the channel input and output as well as symbol error rate (SER) especially at low or medium signal-to-noise ratio (SNR) regime.
Keywords :
Gaussian processes; MIMO communication; Rayleigh channels; channel estimation; numerical analysis; optimisation; radio receivers; CR expression; CSI; Gaussian random variable; MIMO systems; PAPR; Rayleigh fading channels; SER; SNR regime; ST constellations; channel state information; communication resource; cutoff rate expression; cutoff rate optimized space-time signal design; imperfect CSI estimation; multiple-input multiple-output systems; nonzero variance; numerical optimization algorithms; partially coherent channel; peak-to-average power ratio; radio receiver; signal-to-noise ratio regime; space-time constellations; symbol error rate; zero mean variance; Channel estimation; Constellation diagram; Optimization; Peak to average power ratio; Receivers; Signal to noise ratio; Training; Constellation design; MIMO; cutoff rate; partial CSI; space-time codes; unitary matrix;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2012.032312.110060A