Probabilistic Methods in Telecommunications

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Sprache: Englisch

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Beschreibung

Probabilistic modeling and analysis of spatial telecommunication systems have never been more important than they are today. In particular, it is an essential research area for designing and developing next-generation communication networks that are based on multihop message transmission technology. These lecture notes provide valuable insights into the underlying mathematical discipline, stochastic geometry, introducing the theory, mathematical models and basic concepts. They also discuss the latest applications of the theory to telecommunication systems.

The text covers several of the most fundamental aspects of quality of service: connectivity, coverage, interference, random environments, and propagation of malware. It especially highlights two important limiting scenarios of large spatial systems: the high-density limit and the ergodic limit. The book also features an analysis of extreme events and their probabilities based on the theory of large deviations.Lastly, it includes a large number of exercises offering ample opportunities for independent self-study.

Über den Autor

Dr. Benedikt Jahnel is part of the Research Group "Interacting Random Systems" at the Weierstrass Institute in Berlin, Germany.

Prof. Dr. Wolfgang König is Head of the Research Group "Interacting Random Systems" at the Weierstrass Institute in Berlin, Germany.

Zusammenfassung

Handles the entire circle that covers problem description, stochastic modeling, mathematical theorems and applications

A large span of elements of functionalities is covered

The list of applications reaches the boundaries of contemporary research and opens new horizons for future probabilistic investigations at many edges

Technicalities are largely omitted, but their nature is concisely explained

Inhaltsverzeichnis

Device locations (Poisson point processes).- coverage and connectivity (the Boolean model).- interference.- estimates for probabilities of events of bad service quality (large deviations).- malware propagation (the contact process).

Details

Erscheinungsjahr:	2020
Fachbereich:	Wahrscheinlichkeitstheorie
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xi 200 S. 4 s/w Illustr. 17 farbige Illustr. 200 p. 21 illus. 17 illus. in color.
ISBN-13:	9783030360894
ISBN-10:	303036089X
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Jahnel, Benedikt König, Wolfgang
Hersteller:	Birkhäuser Palgrave Macmillan Springer International Publishing AG
Verantwortliche Person für die EU:	Springer Basel AG in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com
Maße:	235 x 155 x 12 mm
Von/Mit:	Benedikt Jahnel (u. a.)
Erscheinungsdatum:	18.06.2020
Gewicht:	0,33 kg