Identifying combinatorially symmetric Hidden Markov Models

Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

3 Dyfyniadau(SciVal)

Crynodeb

A sufficient criterion for the unique parameter identification of combinatorially symmetric Hidden Markov Models, based on the structure of their transition matrix, is provided. If the observed states of the chain form a zero forcing set of the graph of the Markov model, then it is uniquely identifiable and an explicit reconstruction method is given.
Iaith wreiddiolSaesneg
Rhif yr erthygl30
Tudalennau (o-i)393-398
Nifer y tudalennau6
CyfnodolynElectronic Journal of Linear Algebra
Cyfrol34
Rhif cyhoeddi1
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - Awst 2018

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