Probabilistic methods in telecommunications
Material type:
TextSeries: Compact Textbooks in MathematicsPublication details: Cham : Birkhäuser, 2020. Description: xi, 200 pages : illustrations (4 b/w illustrations, 17 illustrations in colour)ISBN: 9783030360894Subject(s): Probability & statistics | Telecommunication systems -- Mathematical models | Probability theory and stochastic processes | Geometric probability and stochastic geometry | Stochastic processes -- Point processes (Poisson, Cox, Hawkes processes) | Stochastic geometry | Boolean modelDDC classification: 519.21 Online resources: Table of content | Reviews Summary: 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.
| Item type | Current library | Call number | Status | Date due | Barcode |
|---|---|---|---|---|---|
Book
|
NISER LIBRARY | 519.21 JAH-P (Browse shelf(Opens below)) | Available | 25684 |
Browsing NISER LIBRARY shelves Close shelf browser (Hides shelf browser)
| 519.21 HAS-I Introduction to probability with mathematica | 519.21 HAS-I Introduction to probability with mathematica | 519.21 HOE-I Introduction to probability theory | 519.21 JAH-P Probabilistic methods in telecommunications | 519.21 KRI-P Probability and random process | 519.21 MOR-A Application of probability theory | 519.21 MUK-P Probability and statistical inference |
Includes bibliographical references and index.
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.
There are no comments on this title.