Signal automata and hidden Markov models

05/04/2021

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by   Teodor Knapik, et al.

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A generic method for inferring a dynamical hidden Markov model from a time series is proposed. Under reasonable hypothesis, the model is updated in constant time whenever a new measurement arrives.