Performance Analysis and Modeling of Digital Transmission Systems

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October 5, 2021 | History

Performance Analysis and Modeling of Digital Transmission Systems

This book describes mathematical methods for analyzing digital transmission system performance. In contrast with publications that use an idealistic model of channels with independent errors, this book shows how to evaluate performance characteristics of information transmission systems in real communication channels with bursts of noise. The book shows how to apply hidden Markov Models (HMMs) to model and analyze performance of communications systems (including error correction codes and communication protocols) in channels with memory. This edition includes a new chapter describing the theory and applications of continuous state HMMs. Methods developed in the book have broad applications in queuing theory, speech and image recognition, signature verification, control theory, artificial intelligence, biology, fraud detection, and finance. The attached CD-ROM contains numerous MATLAB® programs implementing the theory described in the book. With a rich assortment of chapter-ending problems and illustrations, the book and CD-ROM are perfect tools for the study of HMM methods or for use as a classroom text.

Publish Date
Publisher
Springer US
Language
English
Pages
441

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Edition Availability
Cover of: Performance Analysis and Modeling of Digital Transmission Systems
Performance Analysis and Modeling of Digital Transmission Systems
2004, Springer US
electronic resource / in English
Cover of: Performance Analysis and Modeling of Digital Transmission Systems
Performance Analysis and Modeling of Digital Transmission Systems
2004, Island Press
in English

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Book Details


Table of Contents

Preface
Notation
Introduction
Error Source Models
Matrix Probabilities
Model Parameter Estimation
Performance of Forward Error-Correction Systems
Performance Analysis of Communication Protocols
Continuous Time HMM
Continous State HMM
Appendix 1
Appendix 2
Appendix 3
Appendix 4
Appendix 5
Appendix 6
Appendix 7.-Index.

Edition Notes

Online full text is restricted to subscribers.

Also available in print.

Mode of access: World Wide Web.

Published in
Boston, MA
Series
Information Technology: Transmission, Processing and Storage, Information technology--transmission, processing, and storage

Classifications

Dewey Decimal Class
519
Library of Congress
Q350-390, QA10.4, QA1-939

The Physical Object

Format
[electronic resource] /
Pagination
1 online resource (xxi, 441 p.)
Number of pages
441

Edition Identifiers

Open Library
OL27080195M
ISBN 10
1461347815, 1441990704
ISBN 13
9781461347811, 9781441990709
OCLC/WorldCat
853266561

Work Identifiers

Work ID
OL19893947W

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October 5, 2021 Edited by ImportBot import existing book
July 6, 2019 Created by MARC Bot import new book