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Utility Maximization in Nonconvex Wireless Systems

  • Book
  • © 2012

Overview

Authors:
  1. Johannes Brehmer

    1. , Methoden der Signalverarbeitung, Technische Universität München, Munich, Germany

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  • Develops a set of methods for solving utility maximization problems
  • Presents case studies to demonstrate the application of the methods
  • Encompasses a wide array of system configurations and performance objectives

Part of the book series: Foundations in Signal Processing, Communications and Networking (SIGNAL, volume 5)

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Table of contents (6 chapters)

  1. Front Matter

    Pages i-vii
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  2. Introduction

    • Johannes Brehmer
    Pages 1-5

  3. General Problem Setup

    • Johannes Brehmer
    Pages 7-33

  4. Solution Methods

    • Johannes Brehmer
    Pages 35-98

  5. Physical Layer Models

    • Johannes Brehmer
    Pages 99-121

  6. Utility Models

    • Johannes Brehmer
    Pages 123-127

  7. Case Studies

    • Johannes Brehmer
    Pages 129-153

  8. Back Matter

    Pages 177-182
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Keywords

About this book

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.

Authors and Affiliations

  • , Methoden der Signalverarbeitung, Technische Universität München, Munich, Germany

    Johannes Brehmer

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