Fundamentals of Resource Allocation in Wireless Networks [electronic resource] : Theory and Algorithms /
Stanczak, Slawomir.author.
Wiczanowski, Marcin.author.
Boche, Holger.author.
The wireless industry is in the midst of a fundamental shift from providing voice-only services to offering customers an array of multimedia services, including a wide variety of audio, video and data communications capabilities. Future wireless networks will be integrated into every aspect of daily life, and therefore could affect our life in a magnitude similar to that of the Internet and cellular phones. This monograph demonstrates that these emerging applications and directions require fundamental understanding on how to design and control wireless networks that lies far beyond what the currently existing theory can provide. It is shown that mathematics is the key technology to cope with central technical problems in the design of wireless networks since the complexity of the problem simply precludes the use of engineering common sense alone to identify good solutions. The main objective of this book is to provide tools for better understanding the fundamental tradeoffs and interdependencies in wireless networks, with the goal of designing resource allocation strategies that exploit these interdependencies to achieve significant performance gains. The book consists of three largely independent parts: theory, applications and appendices. The latter contain foundational aspects to make the book more understandable to readers who are not familiar with some basic concepts and results from linear algebra and convex analysis.
Rev. and expanded ed. of: Resource allocation in wireless networks. 2006.
Includes bibliographical references and index.
I Mathematical Framework -- On the Perron Root of Irreducible Matrices -- On the Positive Solution to a Linear System with Nonnegative Coefficients -- II Principles of Resource Allocation in Wireless Networks -- Network Model -- Resource Allocation Problem in Communications Networks -- III Algorithms -- Power Control Algorithms -- IV Appendices -- Some Concepts and Results from Matrix Analysis -- Some Concepts and Results from Convex Analysis.
The wireless industry is in the midst of a fundamental shift from providing voice-only services to offering customers an array of multimedia services, including a wide variety of audio, video and data communications capabilities. Future wireless networks will be integrated into every aspect of daily life, and therefore could affect our life in a magnitude similar to that of the Internet and cellular phones. This monograph demonstrates that these emerging applications and directions require fundamental understanding on how to design and control wireless networks that lies far beyond what the currently existing theory can provide. It is shown that mathematics is the key technology to cope with central technical problems in the design of wireless networks since the complexity of the problem simply precludes the use of engineering common sense alone to identify good solutions. The main objective of this book is to provide tools for better understanding the fundamental tradeoffs and interdependencies in wireless networks, with the goal of designing resource allocation strategies that exploit these interdependencies to achieve significant performance gains. The book consists of three largely independent parts: theory, applications and appendices. The latter contain foundational aspects to make the book more understandable to readers who are not familiar with some basic concepts and results from linear algebra and convex analysis.
Electrical engineering.
Algorithms.
Computer communication systems.
Applied mathematics.
Engineering mathematics.
Computer organization.
Signal processing.
Image processing.
Speech processing systems.
Communications Engineering, Networks.
Algorithms.
Computer Communication Networks.
Mathematical and Computational Engineering.
Computer Systems Organization and Communication Networks.
Signal, Image and Speech Processing.
Foundations in Signal Processing, Communications and Networking