Bibliografische Daten
ISBN/EAN: 9781441928412
Sprache: Englisch
Umfang: xiv, 382 S., 25 s/w Illustr.
Auflage: 1. Auflage 1995
Einband: kartoniertes Buch
Beschreibung
InhaltsangabePreface.- Part I Introduction: 1.Hidden Markov Model Processing.- Part II Discrete-Time HMM Estimation: 2.Discrete States and Discrete Observations.- 3.Continuous-Range Observations.- 4.Continuous-Range States and Observations.- 5.A General Recursive Filter.- 6.Practical Recursive Filters.- Part III Continuous-Time HMM Estimation: 7.Discrete-Range States and Observations.- 8.Markov Chains in Brownian Motion.- Part IV Two-Dimensional HMM Estimation: 9.Hidden Markov Random Fields.- Part V HMM Optimal Control: 10.Discrete-Time HMM Control.- 11.Risk-Sensitive Control of HMM.- 12.Continuous-Time HMM Control.- Appendices: A.Basic Probability Concepts.- B.Continuous-Time Martingale Representation. -References.- Index.
Inhalt
Preface.- Part I Introduction: 1.Hidden Markov Model Processing.- Part II Discrete-Time HMM Estimation: 2.Discrete States and Discrete Observations.- 3.Continuous-Range Observations.- 4.Continuous-Range States and Observations.- 5.A General Recursive Filter.- 6.Practical Recursive Filters.- Part III Continuous-Time HMM Estimation: 7.Discrete-Range States and Observations.- 8.Markov Chains in Brownian Motion .- Part IV Two-Dimensional HMM Estimation: 9.Hidden Markov Random Fields.- Part V HMM Optimal Control: 10.Discrete-Time HMM Control.- 11.Risk-Sensitive Control of HMM.- 12.Continuous-Time HMM Control.- Appendices: A.Basic Probability Concepts.- B.Continuous-Time Martingale Representation. -References.- Index.
Schlagzeile
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