Hidden Markov Models
Estimation and Control
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' gen…
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Produktdetails
Weitere Autoren: Aggoun, Lakhdar / Moore, John B.
- ISBN: 978-0-387-84854-9
- EAN: 9780387848549
- Produktnummer: 37297778
- Verlag: Springer New York
- Sprache: Englisch
- Erscheinungsjahr: 2008
- Seitenangabe: 382 S.
- Plattform: PDF
- Auflage: 1st ed. 1995
- Reihenbandnummer: 29
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