Monotonic Optimization In Communication And Networking Systems
Download Monotonic Optimization In Communication And Networking Systems PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Monotonic Optimization In Communication And Networking Systems book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages.
Monotonic Optimization in Communication and Networking Systems
Optimization has been widely used in recent design of communication and networking systems. One major hurdle in this endeavor lies in the nonconvexity of many optimization problems that arise from practical systems. To address this issue, we observe that most nonconvex problems encountered in communication and networking systems exhibit monotonicity or hidden monotonicity structures. A systematic use of the monotonicity properties would substantially alleviate the difficulty in obtaining the global optimal solutions of the problems. This monograph provides a succinct and accessible introduction to monotonic optimization, including the formulation skills and solution algorithms. Through several application examples, we will illustrate modeling techniques and algorithm details of monotonic optimization in various scenarios. With this promising technique, many previously difficult problems can now be solved with great efficiency. With this monograph, we wish to spur new research activities in broadening the scope of application of monotonic optimization in communication and networking systems.
Monotonic Optimization in Communication and Networking Systems
Author: Ying Jun Zhang
language: en
Publisher: Foundations and Trends(r) in N
Release Date: 2013-09-13
Monotonic Optimization in Communication and Networking Systems provides a succinct and accessible introduction to monotonic optimization, including formulation skills and solution algorithms. Through several application examples, it illustrates modeling techniques and algorithm details of monotonic optimization in various scenarios.
Game Theory Framework Applied to Wireless Communication Networks
The popularity of smart phones and other mobile devices has brought about major expansion in the realm of wireless communications. With this growth comes the need to improve upon network capacity and overall user experience, and game-based methods can offer further enhancements in this area. Game Theory Framework Applied to Wireless Communication Networks is a pivotal reference source for the latest scholarly research on the application of game-theoretic approaches to enhance wireless networking. Featuring prevailing coverage on a range of topics relating to the advanced game model, mechanism designs, and effective equilibrium concepts, this publication is an essential reference source for researchers, students, technology developers, and engineers. This publication features extensive, research-based chapters across a broad scope of relevant topics, including potential games, coalition formation game, heterogeneous networks, radio resource allocation, coverage optimization, distributed dynamic resource allocation, dynamic spectrum access, physical layer security, and cooperative video transmission.