Direct System Identification of Dynamical Networks with Partial Measurements: Maximum Likelihood Approach
The author proposes a direct approach based on maximum likelihood estimation to identify dynamic networks with missing data, transforming the problem into a more tractable form by leveraging knowledge about network interconnections.