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Johannes Brehmer

Utility Maximization in Nonconvex Wireless Systems


2012. 2014. viii, 184 S. 39 SW-Abb.,. 235 mm
Verlag/Jahr: SPRINGER, BERLIN; SPRINGER 2014
ISBN: 3-642-44397-4 (3642443974)
Neue ISBN: 978-3-642-44397-8 (9783642443978)

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This book offers a framework for modeling and solving utility maximization problems in nonconvex wireless systems, presenting a general model for utility optimization in wireless systems, methods for solving problems, and case studies showing the model in use.
This monograph develops a framework for modeling and solving utility maximization problems in nonconvex wireless systems. The first part develops a model for utility optimization in wireless systems. The model is general enough to encompass a wide array of system configurations and performance objectives. Based on the general model, a set of methods for solving utility maximization problems is developed in the second part of the book. The development is based on a careful examination of the properties that are required for the application of each method. This part focuses on problems whose initial formulation does not allow for a solution by standard methods and discusses alternative approaches. The last part presents two case studies to demonstrate the application of the proposed framework. In both cases, utility maximization in multi-antenna broadcast channels is investigated.
General Problem Setup.- Solution Methods.- Physical Layer Models.- Utility Models.- Case Studies.