Title :
A Decomposition of the Downlink Utility Maximization Problem
Author :
Brehmer, Johannes ; Utschick, Wolfgang
Author_Institution :
Munich Univ. of Technol., Munich
Abstract :
An alternative decomposition method for sum-utility maximization in the multi-user downlink is proposed. The proposed method is based on repeated local approximations of the Pareto efficient boundary of the rate region. Similar to known "layering as optimization" approaches, the utility maximization problem is vertically decomposed into a set of coupled sub-problems. Mathematically, however, the proposed method is not based on primal or dual decompositions, but on an optimization on manifolds.
Keywords :
Pareto optimisation; radio links; Pareto efficient boundary; coupled sub-problems; decomposition method; downlink utility maximization problem; layering-as-optimization; local approximations; multiuser downlink; sum-utility maximization; Broadcasting; Convergence; Downlink; Information rates; Measurement; Physical layer; Resource management; Routing; Signal processing; Utility programs;
Conference_Titel :
Information Sciences and Systems, 2007. CISS '07. 41st Annual Conference on
Conference_Location :
Baltimore, MD
Print_ISBN :
1-4244-1063-3
Electronic_ISBN :
1-4244-1037-1
DOI :
10.1109/CISS.2007.4298344