Slawomir Stanczak, Marcin Wiczanowski, Holger Boche

Fundamentals of Resource Allocation in Wireless Networks

Theory and Algorithms

• Broschiertes Buch

Produktbeschreibung

The purpose of this book is to provide tools for a better understanding of the fundamental tradeo?s and interdependencies in wireless networks, with the goal of designing resource allocation strategies that exploit these int- dependencies to achieve signi?cant performance gains. Two facts prompted us to write it: First, future wireless applications will require a fundamental understanding of the design principles and control mechanisms in wireless networks. Second, the complexity of the network problems simply precludes the use of engineering common sense alone to identify good solutions, and so mathematics becomes the key avenue to cope with central technical problems in the design of wireless networks. In this book, two ?elds of mathematics play a central role: Perron-Frobenius theory for non-negative matrices and optimization theory. This book is a revised and expanded version of the research monograph "Resource Allocation in Wireless Networks" that was published as Lecture Notes in Computer Sciences (LNCS 4000) in 2006. Although the general structure has remained unchanged to a large extent, the book contains - merous additional results and more detailed discussion. For instance, there is a more extensive treatment of general nonnegative matrices and interf- ence functions that are described by an axiomatic model. Additional material on max-min fairness, proportional fairness, utility-based power control with QoS (quality of service) support and stochastic power control has been added.

Produktdetails

• Foundations in Signal Processing, Communications and Networking 3
• Verlag: Springer / Springer Berlin Heidelberg / Springer, Berlin
• Artikelnr. des Verlages: 978-3-642-24260-1
• 2. Aufl.
• Seitenzahl: 456
• Erscheinungstermin: 29. November 2011
• Englisch
• Abmessung: 235mm x 155mm x 25mm
• Gewicht: 684g
• ISBN-13: 9783642242601
• ISBN-10: 364224260X
• Artikelnr.: 34627588

Inhaltsangabe

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.

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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.

Rezensionen

From the reviews of the second edition: "In a world of ubiquitous wireless services there is constant demand for reliable and fast connections. ... The book Fundamentals of Resource Allocation in Wireless Networks: Theory and Algorithms written by Stanczak, Wiczanowski, and Boche, all from Technical University of Berlin, is a great example of a book that presents such a formal analysis toolbox. ... The book is well organized, and the typography is of high standard. For all engineers and scientists interested in advanced concepts in resource allocation this book is a must-read." (Przemyslaw Pawelczak, IEEE Communications Magazine, February, 2010)