How to use HMM for state estimation with multiple observations per state

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Mona 2017-12-25

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https://ww2.mathworks.cn/matlabcentral/answers/374488-how-to-use-hmm-for-state-estimation-with-multiple-observations-per-state

Hi, I am interested in using the HMM toolbox for state estimation. My training data is a sequence of N states with a corresponding MxN sequence of observations, where at each state a fixed number of observations is recorded. I can calculate the state transition matrix and the state emission matrix using MLE, but I don't know if I can use the Viterbi algorithm to find the most probable state sequence given the observation sequence. Thank you