Utility Maximization in Nonconvex Wireless Systems
Seiten
2014
|
2012
Springer Berlin (Verlag)
978-3-642-44397-8 (ISBN)
Springer Berlin (Verlag)
978-3-642-44397-8 (ISBN)
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.
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.
Erscheint lt. Verlag | 13.4.2014 |
---|---|
Reihe/Serie | Foundations in Signal Processing, Communications and Networking |
Zusatzinfo | VIII, 184 p. |
Verlagsort | Berlin |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 299 g |
Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
Technik ► Elektrotechnik / Energietechnik | |
Technik ► Nachrichtentechnik | |
Schlagworte | Dirty paper coding • Information and Communication, Circuits • Lagrange duality • Monotonic optimization • Multi-antenna techniques • Multi-user techniques • Pareto Manifold • Resource Allocation |
ISBN-10 | 3-642-44397-4 / 3642443974 |
ISBN-13 | 978-3-642-44397-8 / 9783642443978 |
Zustand | Neuware |
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