3 papers
stat.AP2025
Variational System Identification of Aircraft
Dimas Abreu Archanjo Dutra
Variational system identification is a new formulation of maximum likelihood for estimation of parameters of dynamical systems subject to process and measurement noise, such as air…
stat.ME2020
Uncertainty estimation in equality-constrained MAP and maximum likelihood estimation with applications to system identification and state estimation
Dimas Abreu Archanjo Dutra
In unconstrained maximum a posteriori (MAP) and maximum likelihood estimation, the inverse of minus the merit-function Hessian matrix is an approximation of the estimate covariance…
stat.CO2019
Collocation-Based Output-Error Method for Aircraft System Identification
Dimas Abreu Archanjo Dutra
The output-error method is a mainstay of aircraft system identification from flight-test data. It is the method of choice for a wide range of applications, from the estimation of s…