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RISOnline Noise Identification for Joint State and Parameter Estimation of Nonlinear Systems
Publisher: American Society of Civil Engineers
Abstract: The quality of structural parameter identification in nonlinear systems using Bayesian estimators, such as the unscented Kalman filter (UKF), depends heavily on the assumptions about the state and observation noise processes. ...
Online Noise Identification for Joint State and Parameter Estimation of Nonlinear Systems
Publisher: American Society of Civil Engineers
Abstract: The quality of structural parameter identification in nonlinear systems using Bayesian estimators, such as the unscented Kalman filter (UKF), depends heavily on the assumptions about the state and observation noise processes. ...