Linear system identification via em with latent disturbances and lagrangian relaxation

Identification of State-space Linear Time-varying Systems with Sum-of-norms Regularization

CO Becker, VM Preciado - 2018 Annual American Control …, 2018 - ieeexplore.ieee.org
In this paper, we propose a method for the estimation of state-space models for linear time-
varying systems using sum-of-norms regularization. Specifically, the system parameters are …
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Data-Driven Modeling, Analysis and Design of Networked Dynamical Systems with Applications in Neuroscience

C Becker - 2019 - search.proquest.com
In this thesis, we provide contributions to the modeling, analysis and design of networked
dynamical systems from a data-driven perspective. Our approach is grounded on the …
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