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Utility Maximization in Nonconvex Wireless Systems

Utility Maximization in Nonconvex Wireless Systems

Paperback

Series: Foundations in Signal Processing, Communications and Network, Book 5

Technology & EngineeringGeneral ComputersGeneral Mathematics

ISBN10: 3642443974
ISBN13: 9783642443978
Publisher: Springer Nature
Published: Apr 13 2014
Pages: 184
Weight: 0.61
Height: 0.41 Width: 6.14 Depth: 9.21
Language: English
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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