Performance Analysis and Modeling of Digital Transmission Systems

Performance Analysis and Modeling of Digital Transmission Systems

by William Turin
     
 

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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

Overview

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 prools) 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.

Product Details

ISBN-13:
9781461347811
Publisher:
Springer US
Publication date:
12/31/2013
Series:
Information Technology: Transmission, Processing and Storage Series
Edition description:
Softcover reprint of the original 1st ed. 2004
Pages:
441
Product dimensions:
7.00(w) x 10.00(h) x 0.94(d)

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