Utility Maximization in Nonconvex Wireless Systems
Seiten
2014
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 |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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