Estimating Linear Time-invariant Models of Nonlinear Time-varying Systems

摘要

The standard machinery for system identification of linear time-invariant (LTI) models delivers a nominal model and a confidence(uncertainty) region around it, based on(second order moment) residual analysis and covariance estimation.