Obtaining the Most Likely Path in Stochastic Hidden Input Automata by Using Limited Optimal Discrete Control

Obtaining the Most Likely Path in Stochastic Hidden Input Automata by Using Limited Optimal Discrete Control

We propose a new modeling framework to compute the most likely path for stochastic hidden systems; where the computation is based on the control theory of discrete event systems. The main innovation in this proposed model is calculating which event will have a higher probability of occurring in the...

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Bibliographic Details
Main Authors: Mete Ozbaltan, Mehmet Kurucan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Baum-Welch algorithm
discrete controller synthesis
hidden systems
optimal control
Viterbi algorithm
Online Access:https://ieeexplore.ieee.org/document/10412061/

Internet

https://ieeexplore.ieee.org/document/10412061/

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