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Performance Analysis of Communication Systems. Modeling with Non-Markovian Stochastic Petri Nets. Edition No. 1. Wiley Interscience Series in Systems and Optimization

  • ID: 2175654
  • Book
  • April 2000
  • 456 Pages
  • John Wiley and Sons Ltd
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.
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Contents Outline


I Modeling with Stochastic Petri Nets

1 Introduction

2 Stochastic Petri Nets

3 Tool Support

4 Preliminaries

5 Markovian Stochastic Petri Nets

6 The Method of Supplementary Variables

7 General State Equations

8 Stationary Analysis

9 Transient Analysis

10 General Execution Policies

11 Reducible Structures

12 Markov Renewal Theory

13 Concurrent Deterministic Transitions

14 Introduction to Communication Systems

15 Medium Access Control

16 Error Control for Noisy Channels

17 Miscellaneous Topics

18 Concluding Remarks

Appendix: SPNica Manual

A.1 A Short Tour of SPNica

A.2 Analysis of Discrete-Time Markov Chains

A.3 Analysis of GSPN Models

A.4 Stationary Analysis of Non-Markovian SPNs

A.5 Transient Analysis of DSPNs

List of Abbreviations

Glossary of Notation


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Reinhard German Technische University Berlin, Germany.
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