DocumentCode
1983204
Title
Weighted sum rate maximization for interfering broadcast channel via successive convex approximation
Author
Kaleva, Jarkko ; Tolli, Antti ; Juntti, Markku
Author_Institution
Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland
fYear
2012
fDate
3-7 Dec. 2012
Firstpage
3838
Lastpage
3843
Abstract
We consider the weighted throughput maximization with general convex transmit power constraints in multi-cell multi-user multiple-input multiple-output system. The problem formulation is separated into receive beamformer and transmit precoder design problems. The non-convex precoder design problem is reformulated as a difference of convex functions program and solved with successive convex approximation. The convex approximation of the precoder design problem can be further formulated as a second-order cone program. Distributed and iterative solution via Karush-Kuhn-Tucker conditions for the precoder design with sum transmit power constraints is also proposed. It is shown that the rate of convergence can be significantly improved with the proposed algorithm while achieving comparable sum rate when compared to other recently published methods. This is an import factor in practical solutions as this increases the achievable sum rate with respect to required signaling iterations.
Keywords
MIMO communication; approximation theory; broadcast channels; convex programming; iterative methods; optimisation; precoding; Karush-Kuhn-Tucker conditions; broadcast channel; convex functions program; general convex transmit power constraints; iterative solution; multicell multiuser multiple-input multiple-output system; nonconvex precoder design problem; receive beamformer; second-order cone program; signaling iterations; successive convex approximation; sum transmit power constraints; transmit precoder design problems; weighted sum rate maximization; weighted throughput maximization;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Communications Conference (GLOBECOM), 2012 IEEE
Conference_Location
Anaheim, CA
ISSN
1930-529X
Print_ISBN
978-1-4673-0920-2
Electronic_ISBN
1930-529X
Type
conf
DOI
10.1109/GLOCOM.2012.6503715
Filename
6503715
Link To Document