Identifiability and informative experiments in open and closed-loop identification

Gevers, Michel;Bazanella, Alexandre;Miskovic, Ljubisa
(2007) Modeling, Estimation and Control : Festschrift in honor of Giorgio Picci on the occasion of his sixty-fifth Birthday, Lecture notes in Control and Information Sciences — pp. 151-170, (20 pages), published

Files

No attached file found for this publication.

Details

Authors
  • Gevers, MichelUCLouvain
    Author
  • Bazanella, AlexandreUCLouvain
    Author
  • Miskovic, LjubisaUCLouvain
    Author
Abstract
This chapter takes a new look at the concept of identifiability and of informative experiments for linear time-invariant systems, both in open-loop and in closed-loop identification. The information matrix plays a fundamental role in system identification, given that it combines information about the identifiability of the model structure and about the informativity of the data set.
Affiliations

Citations

  • APA
  • Chicago
  • FWB

Gevers, M., Bazanella, A., & Miskovic, L. (2007). Identifiability and informative experiments in open and closed-loop identification. In A. Chiuso, A. Ferrante and S. Pinzoni (ed.), Modeling, Estimation and Control : Festschrift in honor of Giorgio Picci on the occasion of his sixty-fifth Birthday, Lecture notes in Control and Information Sciences (p. pp. 151-170, (20 pages)). Springer Verlag. https://hdl.handle.net/2078.5/66018