Title :
Sum-rate optimization for the MIMO IC under imperfect CSI: A deterministic equivalent approach
Author :
Rezaee, Mohsen ; Couillet, Romain ; Guillaud, Maxime ; Matz, Gerald
Author_Institution :
Inst. of Telecommun., Vienna Univ. of Technol., Vienna, Austria
Abstract :
A new method is proposed to determine precoding matrices that achieve local maxima of the expected sum rate in a multiple input multiple output interference channel (MIMO IC), in the realistic scenario where only partial channel state information (CSI) is available at the transmitters. Relying on a random matrix analysis of the capacity of large dimensional Ricean channels introduced in [1], the expected sum rate of the K-user MIMO IC is approximated by a deterministic equivalent to which an iterative gradient scheme is applied to find local maxima of the approximated sum rate.
Keywords :
MIMO communication; Rician channels; gradient methods; interference (signal); matrix algebra; radio transmitters; wireless channels; K-user MIMO IC; deterministic equivalent approach; imperfect CSI; iterative gradient scheme; large dimensional Ricean channels; local maxima; multiple input multiple output interference channel; partial channel state information; precoding matrices; random matrix analysis; sum-rate optimization; transmitters; Integrated circuits; Interference channels; MIMO; Receivers; Transmitters; Vectors;
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2012 IEEE 13th International Workshop on
Conference_Location :
Cesme
Print_ISBN :
978-1-4673-0970-7
DOI :
10.1109/SPAWC.2012.6292905