• DocumentCode
    3649118
  • Title

    Model identification using quantized data — a disturbance-free case

  • Author

    Jarosław Figwer

  • Author_Institution
    Institute of Automatic Control, Silesian University of Technology, Akademicka 16, 44-100 Gliwice, Poland
  • fYear
    2012
  • Firstpage
    240
  • Lastpage
    243
  • Abstract
    In the paper an approach to discrete-time frequency response as well as the corresponding parametric model identification using deterministic discrete-time multisine excitations and quantized plant output is presented. A focus on model identification in the case of disturbance-free plant output and output signal level comparable with data acquisition system accuracy is given. Convergence of the identified model to true plant is discussed. The presented discussion is illustrated by an example showing properties of the presented approach.
  • Keywords
    "Frequency response","Quantization","Data acquisition","Data models","Parametric statistics","Time domain analysis","Data processing"
  • Publisher
    ieee
  • Conference_Titel
    Methods and Models in Automation and Robotics (MMAR), 2012 17th International Conference on
  • Print_ISBN
    978-1-4673-2121-1
  • Type

    conf

  • DOI
    10.1109/MMAR.2012.6347881
  • Filename
    6347881