Further Details

Title: Hidden Markov Models and Dynamical Systems
Condition: New
Format: Paperback
EAN: 9780898716658
ISBN: 9780898716658
Publisher: Society for Industrial & Applied Mathematics,U.S.
Release Date: 03/19/2009
Description: This text provides an introduction to hidden Markov models (HMMs) for the dynamical systems community. It is a valuable text for third or fourth year undergraduates studying engineering, mathematics, or science that includes work in probability, linear algebra and differential equations. The book presents algorithms for using HMMs, and it explains the derivation of those algorithms. It presents Kalman filtering as the extension to a continuous state space of a basic HMM algorithm. The book concludes with an application to biomedical signals. This text is distinctive for providing essential introductory material as well as presenting enough of the theory behind the basic algorithms so that the reader can use it as a guide to developing their own variants.
Language: English
Country/Region of Manufacture: US
Item Height: 254mm
Item Length: 175mm
Item Width: 7mm
Item Weight: 270g
Author: Andrew M. Fraser
Genre: Science Nature & Math
Release Year: 2009

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