Title :
Transactions letters - Combining long-term and low-rate short-term channel state information over correlated mimo channels
Author :
Kim, Tùng T. ; Bengtsson, Mats ; Larsson, Erik G. ; Skoglund, Mikael
Author_Institution :
Sch. of Electr. Eng., R. Inst. of Technol., Stockholm
fDate :
7/1/2008 12:00:00 AM
Abstract :
A simple structure to exploit both long-term and partial short-term channel state information at the transmitter (CSIT) over a family of correlated multiple-antenna channels is proposed. Partial short-term CSIT in the form of a weighting matrix is combined with a unitary transformation based on the long-term channel statistics. The heavily quantized feedback link is directly optimized to maximize the expected achievable rate under different power constraints, using vector quantization and convex optimization techniques on a sample channel distribution. Robustness against errors in the feedback link is also pursued with tools in channel optimized vector quantization. Simulations indicate the benefits of the proposed scheme.
Keywords :
MIMO communication; convex programming; radio links; radio transmitters; statistical analysis; vector quantisation; wireless channels; channel statistics; convex optimization; correlated MIMO channel; long-term channel state information; low-rate short-term channel state information; quantized feedback link; transmitter; vector quantization; weighting matrix; Channel state information; Constraint optimization; Fading; Feedback; MIMO; Radio transmitters; Statistical distributions; Statistics; Vector quantization; Wireless communication;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2008.060989