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Utility Maximization in Nonconvex Wireless Systems (Foundations in Signal Processing, Communications and Networking, Band 5) - Softcover

Buch 1 von 11: Foundations in Signal Processing, Communications and Networking

Brehmer, Johannes

 
9783642443978: Utility Maximization in Nonconvex Wireless Systems (Foundations in Signal Processing, Communications and Networking, Band 5)
Softcover
ISBN 10: 3642443974 ISBN 13: 9783642443978
Verlag: Springer, 2014

Inhaltsangabe

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.

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Von der hinteren Coverseite

This monograph formulates a framework for modeling and solving utility maximization problems in nonconvex wireless systems. First, a model for utility optimization in wireless systems is defined. 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. The development is based on a careful examination of the properties that are required for the application of each method. The focus is on problems whose initial formulation does not allow for a solution by standard convex methods. Solution approaches that take into account the nonconvexities inherent to wireless systems are discussed in detail. The monograph concludes with two case studies that demonstrate the application of the proposed framework to utility maximization in multi-antenna broadcast channels.

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Verlag
Springer
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3642443974
ISBN 13 
9783642443978
Einband
Taschenbuch
Anzahl der Seiten
192
Kontakt zum Hersteller
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