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Stochastic modeling in broadband communications systems
Society for Industrial and Applied Mathematics
1 online resource (xvi, 177 pages) : illustrations
Annotation Mathematical methods based on the theory of stochastic processes have long been used effectively in telephone traffic modeling. Today's modern network traffic, which is distinctly different from traditional voice traffic, generates challenging mathematical and statistical problems. Stochastic Modeling in Broadband Communications Systems provides a concise overview of stochastic models and mathematical techniques for solving these problems and enhances readers' overall understanding of communication systems. The book also presents an excellent introduction, particularly for students and professionals in probability and applied mathematics, to a huge area of interesting problems and models arising from modern developments in broadband channel transmission systems.
Markov service systems -- Non-Markov systems -- Cell-switching models -- Cell and burst scale traffic models -- Traffic control.
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Includes bibliographical references (pages 167-171) and index.
Philadelphia : Society for Industrial and Applied Mathematics, ©2002
SIAM monographs on mathematical modeling and computation