Utility Maximization in Nonconvex Wireless Systems (Foundations in Signal Processing, Communications and Networking) （2012. VII, 182 p.）

Brehmer, Johannes

SPRINGER, BERLIN（2012発売）

• 製本 Hardcover:ハードカバー版／サイズ 39 illus., 17 in color
• 商品コード 9783642174377

基本説明

This monograph Develops a set of methods for solving utility maximization problems and Presents case studies to demonstrate the application of the methods.

Full Description

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.

Contents

General Problem Setup.- Solution Methods.- Physical Layer Models.- Utility Models.- Case Studies.