Author | Elliott, Robert J. author |
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Title | Hidden Markov Models [electronic resource] : Estimation and Control / by Robert J. Elliott, John B. Moore, Lakhdar Aggoun |
Imprint | New York, NY : Springer New York, 1995 |
Connect to | http://dx.doi.org/10.1007/978-0-387-84854-9 |
Descript | XIV, 382 p. online resource |
Hidden Markov Model Processing -- Discrete-Time HMM Estimation -- Discrete States and Discrete Observations -- Continuous-Range Observations -- Continuous-Range States and Observations -- A General Recursive Filter -- Practical Recursive Filters -- Continuous-Time HMM Estimation -- Discrete-Range States and Observations -- Markov Chains in Brownian Motion -- Two-Dimensional HMM Estimation -- Hidden Markov Randomย Fields -- HMM Optimal Control -- Discrete-Time HMM Control -- Risk-Sensitive Control ofย HMM -- Continuous-Time HMMย Control