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Interference calculus [Elektronski vir] : a general framework for interference management and network utility optimizationSchubert, MartinThis book develops a mathematical framework for modeling and optimizing interference-coupled multiuser systems. At the core of this framework is the concept of general interference functions, which ... provides a simple means of characterizing interdependencies between users. The entire analysis builds on the two core axioms scale-invariance and monotonicity. The proposed network calculus has its roots in power control theory and wireless communications. It adds theoretical tools for analyzing the typical behavior of interference-coupled networks. In this way it complements existing game-theoretic approaches. The framework should also be viewed in conjunction with optimization theory. There is a fruitful interplay between the theory of interference functions and convex optimization theory. By jointly exploiting the properties of interference functions, it is possible to design algorithms that outperform general-purpose techniques that only exploit convexity. The title "network calculus" refers to the fact that the theory of interference functions constitutes a generic theoretical framework for the analysis of interference coupled systems. Certain operations within the framework are "closed", that is, combinations of interference functions are interference functions again. Also, certain properties are preserved under such operations. This, provides a methodology for analyzing different multiuser performance measures that can be expressed as interference functions or combinations of interference functionsType of material - e-bookPublication and manufacture - Berlin ; New York : Springer, ©2012Language - englishISBN - 978-3-642-24621-0; 3-642-24621-4; 3-642-24620-6; 978-3-642-24620-3COBISS.SI-ID - 1544601311
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SpringerLink e-books 2008-2012Celotno besedilo dostopno za uporabnike SpringerLink slovenskega konzorcija neprofitnih institucij
Full text accessible to the users of SpringerLink Slovenian Consortium of Non-Profit Institutions
DOI
Author
Schubert, Martin
Other authors
Boche, Holger
Collection
Foundations in signal processing, communications and networking
Topics
Wireless communication systems |
Mathematical models |
Mathematical optimization |
Ingénierie |
Funknetz |
Mehrbenutzer-Informationstheorie |
Interferenz |
Mathematisches Modell |
Leistungsbewertung |
Electronic books
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