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Novel sparseness-inducing dual Kalman filter and its application to tracking time-varying spatially-sparse structural stiffness changes and inputs

Yong Huang, Jianqi Yu, James L. Beck, Huiping Zhu, Hui Li

2020Computer Methods in Applied Mechanics and Engineering28 citationsDOI

Topics & Concepts

Kalman filterComputer scienceBayesian inferenceState vectorSystem identificationState-space representationAlgorithmPosterior probabilityExtended Kalman filterState spaceGaussianBayesian probabilityControl theory (sociology)Artificial intelligenceMathematicsData modelingStatisticsControl (management)Quantum mechanicsPhysicsClassical mechanicsDatabaseStructural Health Monitoring TechniquesTarget Tracking and Data Fusion in Sensor NetworksControl Systems and Identification
Novel sparseness-inducing dual Kalman filter and its application to tracking time-varying spatially-sparse structural stiffness changes and inputs | Litcius