Showing math.OCShow all
2 papers · 1 filter
math.OC2024
Data-driven h2 model reduction for linear discrete-time systems
Hiroki Sakamoto, Kazuhiro Sato
We present a data-driven framework for -optimal model reduction for linear discrete-time systems. Our main contribution is to create optimal reduced-order models in the $h^{…
math.OC2021
Stable Linear System Identification with Prior Knowledge by Riemannian Sequential Quadratic Optimization
Mitsuaki Obara, Kazuhiro Sato, Hiroki Sakamoto +2
We consider an identification method for a linear continuous time-invariant autonomous system from noisy state observations. In particular, we focus on the identification to satisf…