Title :
Weighted sum rate maximization for the MIMO X channel through MMSE precoding
Author :
Agustin, Adrian ; Vidal, Josep
Author_Institution :
Dept. of Signal Theor. & Commun., Univ. Politec. de Catalunya (UPC), Barcelona, Spain
fDate :
July 31 2011-Aug. 5 2011
Abstract :
Recent results elucidate the optimality of the interference alignment concept in attaining the degrees of freedom of the MIMO X channel. However, in the low-medium SNR regime optimizing the weighted sum-rate seems more meaningful. Since the MIMO X channel subsumes the MIMO interference channel, MIMO multiple access, parallel MIMO point-to-point and MIMO broadcast channel, it is desirable to have a procedure that designs the linear transmitters and receivers in all cases. In this work we have observed that an algorithm based on alternate optimization, along with the proper initialization, is able to provide MMSE precoders attaining the degrees of freedom and significant gains in terms of SNR offset with respect the conventional interference alignment solution.
Keywords :
MIMO communication; broadcast channels; channel coding; least mean squares methods; optimisation; precoding; radio receivers; radio transmitters; telecommunication channels; MIMO X channel; MIMO broadcast channel; MIMO interference channel; MIMO multiple access; MMSE precoding; SNR offset; interference alignment concept; interference alignment solution; linear receiver; linear transmitter; low-medium SNR regime optimization; parallel MIMO point-to-point channel; weighted sum rate maximization; Interference; MIMO; Maximum likelihood detection; Nonlinear filters; Optimization; Signal to noise ratio; Transmitters; MIMO X channel; MMSE precoders; degrees of freedom; interference alignment;
Conference_Titel :
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4577-0596-0
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2011.6034033