Search results for "Markovian switching system"

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A structured filter for Markovian switching systems

2014

In this work, a new methodology for the structuring of multiple model estimation schemas is developed. The proposed filter is applied to the estimation and detection of active mode in dynamic systems. The discrete-time Markovian switching systems represented by several linear models, associated with a particular operating mode, are studied. Therefore, the main idea of this work is the subdivision of the models set to some subsets in order to improve the detection and estimation performances. Each subset is associated with sub-estimators based on models of the subset. In order to compute the global estimate and subset probabilities, a global estimator is proposed. Theoretical developments ba…

Engineeringbusiness.industryMarkovian switching systemMode (statistics)Linear modelEstimatorComputer Science Applications1707 Computer Vision and Pattern RecognitionFault detection and isolationActive mode detectionComputer Science ApplicationsTheoretical Computer ScienceSet (abstract data type)Vehicle roll dynamicActive mode detection; Markovian switching system; Multiple model estimation; Vehicle roll dynamic; Control and Systems Engineering; Theoretical Computer Science; Computer Science Applications1707 Computer Vision and Pattern RecognitionControl and Systems EngineeringFilter (video)Control theoryMultiple model estimationState (computer science)businessSubdivisionInternational Journal of Systems Science
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