Input-state-parameter estimation of structural systems from limited output information

•A novel Bayesian observer that recombines the dual and unscented Kalman filters is proposed for addressing the joint input-state-parameter estimation problem.•The dual observer is designed on realistic assumptions on instrumentation capacity and structural uncertainty.•The stability and observabili...

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