Optimal experimental design and some related control problems

@article{Pronzato2008OptimalED,
  title={Optimal experimental design and some related control problems},
  author={L. Pronzato},
  journal={Autom.},
  year={2008},
  volume={44},
  pages={303-325}
}
  • L. Pronzato
  • Published 2008
  • Engineering, Computer Science, Mathematics
  • Autom.
This paper traces the strong relations between experimental design and control, such as the use of optimal inputs to obtain precise parameter estimation in dynamical systems and the introduction of suitably designed perturbations in adaptive control. The mathematical background of optimal experimental design is briefly presented, and the role of experimental design in the asymptotic properties of estimators is emphasized. Although most of the paper concerns parametric models, some results are… Expand
218 Citations
On useful redundancy in experiment design for nonlinear system identification
  • 1
  • PDF
Experiment design for parameter estimation in nonlinear systems based on multilevel excitation
  • 24
  • PDF
Adaptive experiment design for LTI systems
  • 4
  • PDF
On optimal input design in system identification for control
  • 31
  • PDF
A combined closed loop optimal design of experiments and online identification control approach
  • 1
Simple and Robust Experiment Design for System Identification Using Fractional Models
  • 10
Evaluation of experiment designs for MIMO system identification by model predictive control
  • K. E. Häggblom
  • Mathematics, Computer Science
  • 2015 IEEE Conference on Control Applications (CCA)
  • 2015
  • 3
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 242 REFERENCES
An actively adaptive control policy for linear models
  • 26
Nonlinear experimental design based on the distribution of estimators
  • 34
From experiment design to closed-loop control
  • 454
  • PDF
An actively adaptive control for linear systems with random parameters via the dual control approach
  • 122
Asymptotically efficient self-tuning regulators
  • 47
Optimal experiment design in closed loop
  • 27
  • PDF
...
1
2
3
4
5
...