Performance Analysis of Communication Systems – Modelling with Non–Markovian Stochastic Petri Nets

Modeling with Non–Markovian Stochastic Petri Nets

Gebonden Engels 2000 9780471492580
Verwachte levertijd ongeveer 16 werkdagen

Samenvatting

Provides a clear and systematic introduction to the use of stochastic Petri nets in communications systems engineering and the analysis techniques and algorithms used in performance evaluation.

The field of communication systems is full of complex design questions concerning performance and reliability. Since data traffic and errors occur in a random fashion, stochastic models are used for developing and comparing systems. In particular, stochastic Petri nets have become a popular tool for the description and automatic evaluation of such models. The use of non–Markovian models has become important as they allow more flexibility.

This book

∗ Provides a clear exposition of the use of stochastic Petri nets in communication systems engineering

∗ Introduces the reader to the analysis techniques and algorithsm used in performance evaluation

∗ Provides an accompanying example to clarify the use of each definition, concept and algorithm

∗ Mathematica routines used for implementing the algorithms are available on the Wiley ftp site

The text will appeal to researchers, industrial engineers, and graduate students studying communication systems and stochastic modeling. The numerous examples will benefit those working in performance evaluation, reliability, operations research, queueing theory and computer science.

The Mathematica routines used for implementing the algorithms are available for downloading on the following Wiley ftp site: ftp://ftp.wiley.co.uk/pub/books/german

Specificaties

ISBN13:9780471492580
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:456

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Inhoudsopgave

Foreword
<br />
<br /> Preface
<br />
<br /> Contents Outline
<br />
<br /> Acknowledgments
<br />
<br /> I Modeling with Stochastic Petri Nets
<br />
<br /> 1 Introduction
<br />
<br /> 2 Stochastic Petri Nets
<br />
<br /> 3 Tool Support
<br />
<br /> 4 Preliminaries
<br />
<br /> 5 Markovian Stochastic Petri Nets
<br />
<br /> 6 The Method of Supplementary Variables
<br />
<br /> 7 General State Equations
<br />
<br /> 8 Stationary Analysis
<br />
<br /> 9 Transient Analysis
<br />
<br /> 10 General Execution Policies
<br />
<br /> 11 Reducible Structures
<br />
<br /> 12 Markov Renewal Theory
<br />
<br /> 13 Concurrent Deterministic Transitions
<br />
<br /> 14 Introduction to Communication Systems
<br />
<br /> 15 Medium Access Control
<br />
<br /> 16 Error Control for Noisy Channels
<br />
<br /> 17 Miscellaneous Topics
<br />
<br /> 18 Concluding Remarks
<br />
<br /> Appendix: SPNica Manual
<br />
<br /> A.1 A Short Tour of SPNica
<br />
<br /> A.2 Analysis of Discrete–Time Markov Chains
<br />
<br /> A.3 Analysis of GSPN Models
<br />
<br /> A.4 Stationary Analysis of Non–Markovian SPNs
<br />
<br /> A.5 Transient Analysis of DSPNs
<br />
<br /> List of Abbreviations
<br />
<br /> Glossary of Notation
<br />
<br /> References
<br />
<br /> Index

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        Performance Analysis of Communication Systems – Modelling with Non–Markovian Stochastic Petri Nets