no code implementations • 27 Sep 2021 • Juan A. Paredes, Syed Aseem Ul Islam, Omran Kouba, Dennis S. Bernstein
Self-excited systems arise in numerous applications, such as biochemical systems, fluid-structure interaction, and combustion.
no code implementations • 16 Jun 2021 • Brian Lai, Syed Aseem Ul Islam, Dennis S. Bernstein
Within the context of recursive least squares (RLS) parameter estimation, the goal of the present paper is to study the effect of regularization-induced bias on the transient and asymptotic accuracy of the parameter estimates.
no code implementations • 14 Feb 2021 • Syed Aseem Ul Islam, Tam W. Nguyen, Ilya V. Kolmanovsky, Dennis S. Bernstein
The combination of RCAC and RLS-VRF constitutes data-driven RCAC (DDRCAC), where the online system identification is used to construct the target model, which defines the retrospective performance variable.