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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.
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