Performance Analysis and Modeling of Digital Transmission Systems

Language: English

Published by Springer US, Springer Mai 2013, 2013

1461347815 / 9781461347811

Series: Book 17 of 19 - Information Technology: Transmission, Processing and Storage

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This item is printed on demand - Print on Demand Titel. Neuware -This book is an expanded third edition of the book Performance Analysis of Digital Transmission Systems, originally published in 1990. Second edition of the book titled Digital Transmission Systems: Performance Analysis and Modeling was published in 1998. The book is intended for those who design communication systems and networks. A computer network designer is interested in selecting communication channels, error protection schemes, and link control protocols. To do this efficiently, one needs a mathematical model that accurately predicts system behavior. Two basic problems arise in mathematical modeling: the problem of identifying a system and the problem of applying a model to the system analysis. System identification consists of selecting a class of mathematical objects to describe fundamental properties of the system behavior. We use a specific class of hidden Markov models (HMMs) to model communication systems. This model was introduced by C. E. Shannon more than 50 years ago as a Noisy Discrete Channel with a finite number of states. The model is described by a finite number of matrices whose elements are estimated on the basis of experimental data. We develop several methods of model identification and show their relationship to other methods of data analysis, such as spectral methods, autoregressive moving average CARMA) approximations, and rational transfer function approximations.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 464 pp. Englisch.

Seller Inventory # 9781461347811

Title
Performance Analysis and Modeling of Digital Transmission Systems
Author
William Turin
Publisher
Springer US, Springer Mai 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1461347815
ISBN 13
9781461347811
Item weight
866 grams
Dimensions
254x178x25 mm
Series
Book 17 of 19: Information Technology: Transmission, Processing and Storage

buchversandmimpf2000

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