MATLAB & Simulink Based Books

Performance Analysis and Modeling of Digital Transmission Systems

		William Turin Springer, 2004 Tel:  212-460-1500 Fax:  212-460-1575 E-mail:  service@springer-ny.com ISBN: 0-306-48191-X Language: English

Written for telecommunications engineers, this book describes mathematical methods for analyzing digital transmission system performance using hidden Markov models (HMM). Topics covered include discrete and continuous state HMM of communication channels, application of deterministic and statistical expectation-maximization algorithms to HMM parameters and information decoding, performance analysis of communication protocols and error-correction coding in channels with memory, and Markov arrival processes. MATLAB and the Signal Processing Toolbox are used to implement basic algorithms developed in the book and solve example problems.

Companion Software: A set of MATLAB M-files and Simulink models are available on CD bound in the book. (The Communications and Signal Processing Blocksets and the Signal Processing, Communications, Statistics, and System Identification Toolboxes are required.)