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
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  • 2015 IEEE Conference on Control Applications (CCA)
  • 2015
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References

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