Hidden Markov Models

Hidden Markov Models

AngličtinaPevná väzba
Elliott, Robert J
Springer-Verlag New York Inc.
EAN: 9780387943640
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Podrobné informácie

As more applications are found, interest in Hidden Markov Models continues to grow. Following comments and feedback from colleagues, students and other working with Hidden Markov Models the corrected 3rd printing of this volume contains clarifications, improvements and some new material, including results on smoothing for linear Gaussian dynamics.

In Chapter 2 the derivation of the basic filters related to the Markov chain are each presented explicitly, rather than as special cases of one general filter. Furthermore, equations for smoothed estimates are given. The dynamics for the Kalman filter are derived as special cases of the authors’ general results and new expressions for a Kalman smoother are given. The Chapters on the control of Hidden Markov Chains are expanded and clarified. The revised Chapter 4 includes state estimation for discrete time Markov processes and Chapter 12 has a new section on robust control.

EAN 9780387943640
ISBN 0387943641
Typ produktu Pevná väzba
Vydavateľ Springer-Verlag New York Inc.
Dátum vydania 16. decembra 1994
Stránky 382
Jazyk English
Rozmery 235 x 155
Krajina United States
Čitatelia Professional & Scholarly
Autori Aggoun Lakhdar; Elliott, Robert J; Moore, John B.
Ilustrácie XIV, 382 p.
Séria Stochastic Modelling and Applied Probability