2 papers
math.NA2018
Computation of the State Bias and Initial States for Stochastic State Space Systems in the General 2-D Roesser Model Form
José A. Ramos, Guillaume Mercère
Recently \cite{Ramos2017a} presented a subspace system identification algorithm for 2-D purely stochastic state space models in the general Roesser form. However, since the exact p…
math.OC2016
Machine Learning Barycenter Approach to Identifying LPV State-Space Models
R. A. Romano, P. Lopes dos Santos, Felipe Pait +2
In this paper an identification method for state-space LPV models is presented. The method is based on a particular parameterization that can be written in linear regression form a…