MPC based optimal input design for nonlinear system identification

MZ Babar, M Baglietto - 2016 20th International Conference on …, 2016 - ieeexplore.ieee.org
A combined nonlinear model predictive control with extended Kalman filter strategy has
been proposed for optimal input design. As the designed controller depend on the identified …

Optimal feedback input design for dynamic nonlinear systems

MZ Babar, M Baglietto - International Journal of Control, 2021 - Taylor & Francis
An optimal feedback input design method for active parameter identification of dynamic
nonlinear systems is presented. The problem is formulated in a receding horizon framework …

[PDF][PDF] Optimal Input Design for Active Parameter Identification of Dynamic Nonlinear Systems.

MZ Babar - 2018 - core.ac.uk
There are many important aspects to be considered while designing optimal excitation
signal for system identification experiment in control applications. Active parameter …