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Performance Analysis and Modeling of Digital Transmissionsystems (Information Technology: Transmission, Processing, and Storag)

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Performance Analysis and Modeling of Digital Transmissionsystems (Information Technology: Transmission, Processing, and Storag) Cover

 

Synopses & Reviews

Publisher Comments:

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.

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 

Product Details

ISBN:
9780306481918
Author:
Turin, William
Publisher:
Springer
Location:
New York
Subject:
Telecommunications
Subject:
Networking - General
Subject:
Digital communications
Subject:
Computer Mathematics
Subject:
Discrete Mathematics
Subject:
Mathematical models
Subject:
Digital communications -- Evaluation.
Subject:
Digital communications -- Mathematical models.
Subject:
Communications-Telephony
Edition Number:
1
Edition Description:
Includes bibliographical references and index.
Series:
Information technology: transmission, processing, and storage
Series Volume:
3213
Publication Date:
20040631
Binding:
Hardcover
Language:
English
Illustrations:
Y
Pages:
442
Dimensions:
10.12x6.48x1.39 in. 2.42 lbs.

Related Subjects

Computers and Internet » Networking » General
Engineering » Communications » Telephony
Science and Mathematics » Mathematics » Advanced

Performance Analysis and Modeling of Digital Transmissionsystems (Information Technology: Transmission, Processing, and Storag) New Hardcover
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Product details 442 pages Kluwer Academic/Plenum Publishers - English 9780306481918 Reviews:
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