Search Results for author: Syed Aseem Ul Islam

Found 3 papers, 0 papers with code

Self-Excited Dynamics of Discrete-Time Lur'e Systems

no code implementations27 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.

Regularization-Induced Bias and Consistency in Recursive Least Squares

no code implementations16 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.

regression

Data-Driven Retrospective Cost Adaptive Control for Flight Control Application

no code implementations14 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.

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