Likelihood-based generalization of Markov parameter estimation and multiple shooting objectives in system identification

Nicholas Galioto, Alex Arkady Gorodetsky

This paper considers the problem of system identification (ID) of linear and nonlinear non-autonomous systems from noisy and sparse data. We propose and analyze an objective functi…