A survey on hidden Markov jump systems: asynchronous control and filtering
Shanling Dong, Meiqin Liu, Zheng‐Guang Wu
Abstract
In recent years, the problems of asynchronous control and filtering for Markov jump systems (MJSs) have received great research attention from scientific and engineering communities. The asynchronous situation between the original MJSs and the controller/filter is modelled by the hidden Markov model (HMM). This work gives a survey on the recent development of the HMM-based asynchronous controller and filter design for different MJSs, covering linear MJSs, fuzzy MJSs, semi-MJSs and 2D MJSs. Finally, a conclusion is drawn and the potential future research directions of MJSs are also discussed.
Topics & Concepts
Asynchronous communicationHidden Markov modelFilter (signal processing)Controller (irrigation)Control theory (sociology)Computer scienceJumpFuzzy logicMarkov processMarkov chainControl (management)MathematicsArtificial intelligenceStatisticsTelecommunicationsMachine learningPhysicsQuantum mechanicsBiologyComputer visionAgronomyStability and Control of Uncertain SystemsPetri Nets in System ModelingAdvanced Battery Technologies Research