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  • Elton, Augustus, et al. (author)
  • Parametric Continuous-Time Blind System Identification
  • 2023
  • In: 2023 62nd IEEE Conference on Decision and Control, CDC2023. - : Institute of Electrical and Electronics Engineers (IEEE). ; , s. 1474-1479
  • Conference paper (peer-reviewed)abstract
    • In this paper, the blind system identification problem for continuous-time systems is considered. A direct continuous-time estimator is proposed by utilising a state-variable-filter least squares approach. In the proposed method, coupled terms between the numerator polynomial of the system and input parameters appear in the parameter vector which are subsequently separated using a rank-1 approximation. An algorithm is then provided for the direct identification of a single-input single-output linear time-invariant continuous-time system which is shown to satisfy the property of correctness under some mild conditions. Monte Carlo simulations demonstrate the performance of the algorithm and verify that a model and input signal can be estimated to a proportion of their true values.
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  • Result 1-1 of 1
Type of publication
conference paper (1)
Type of content
peer-reviewed (1)
Author/Editor
Rojas, Cristian R., ... (1)
Elton, Augustus (1)
González, Rodrigo A. (1)
Welsh, James S. (1)
Fu, Minyue (1)
University
Royal Institute of Technology (1)
Language
English (1)
Research subject (UKÄ/SCB)
Engineering and Technology (1)
Year
2023 (1)

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