Online Adaptation of Data‐Driven Controllers for Unknown Nonlinear Systems
ABSTRACT This paper considers data‐driven online control of input‐affine nonlinear systems. By resorting to a data‐based closed‐loop time‐varying system representation, we derive data‐based online semi‐definite programs that are computed along the system's trajectory.
Xiaoyan Dai +2 more
wiley +1 more source
Stochastic dynamics of Chikungunya virus infection model incorporating general incidence rate and immune responses. [PDF]
Ma J, Wang Y.
europepmc +1 more source
Certification of algorithm 298 [F1]: determination of the square root of a positive definite matrix [PDF]
Brian J. Duke
openalex +1 more source
Data‐Driven Stabilization of Linear Discrete‐Time Delay Systems With Noisy Data
ABSTRACT This paper is concerned with the stabilization of linear discrete‐time delay systems with unknown system matrices. The objective is to design stabilizing controllers using input and state measurements collected from experiments, which are affected by process disturbances.
Xian‐Ming Zhang +3 more
wiley +1 more source
Research on LPV-H<sub>∞</sub> control strategy of magnetorheological semi-active suspension with air spring. [PDF]
Li G +9 more
europepmc +1 more source
Event‐Triggered Saturating Control for Synchronization of Lur'e Type Complex Dynamic Networks
ABSTRACT This article addresses the problem of synchronizing discrete‐time Lur'e type complex dynamic networks (CDNs) via dynamic event‐triggered control. In particular, it is considered that the control signal of each node is subject to input saturation. Using the Lyapunov Stability Theory, properties of slope‐restricted nonlinearities, and the linear
C. Lisbôa +3 more
wiley +1 more source
Association of inflammatory, genetic, and epigenetic markers with Kellgren-Lawrence grading in post-traumatic osteoarthritis of knee: A protocol. [PDF]
Sundaram KRM +4 more
europepmc +1 more source
Data‐Based Refinement of Parametric Uncertainty Descriptions
ABSTRACT We consider dynamical systems with a linear fractional representation involving parametric uncertainties which are either constant or varying with time. Given a finite‐horizon input‐state or input‐output trajectory of such a system, we propose a numerical scheme which iteratively improves the available knowledge about the involved constant ...
Tobias Holicki, Carsten W. Scherer
wiley +1 more source
Delay-aware chemotherapy dosing via online critic learning. [PDF]
Rahimi F, Samadi M.
europepmc +1 more source
The Inequalities of Positive Semi-Definite Block Matrix with Partial Order Relations
Hui Quan +6 more
openalex +1 more source

