• DocumentCode
    697480
  • Title

    A family of FIR differentiators based on a polynomial least squares estimation

  • Author

    Colomer, Joan ; Melendez, Joaquim

  • Author_Institution
    eXiT Group, Univ. de Girona, Girona, Spain
  • fYear
    2001
  • fDate
    4-7 Sept. 2001
  • Firstpage
    2802
  • Lastpage
    2807
  • Abstract
    To obtain the derivative of signals is necessary in several applications, from instrumentation to control or supervision. In some of them, only the first derivative is needed, but in other cases the second derivative could be also necessary. In this paper, a family of band-limited differentiators based on a polynomial least squares estimation of signals is presented. It is focused on obtaining a Finite-Duration Impulse Response (FIR) representation of such differentiators. The general formulas to calculate the FIR filter coefficients for the first and second derivatives are presented. Frequencial and temporal responses are compared with the ideal derivative responses. The benefits of using this approach in presence of noise and abrupt changes are shown in application examples.
  • Keywords
    FIR filters; least squares approximations; polynomials; FIR differentiators; FIR filter; FIR representation; finite-duration impulse response representation; frequencial responses; polynomial least squares estimation; signal derivative; temporal responses; Estimation; Finite impulse response filters; Least squares approximations; Noise; Polynomials; Differentiators; Finite Impulse Response filters; Least-Squares estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 2001 European
  • Conference_Location
    Porto
  • Print_ISBN
    978-3-9524173-6-2
  • Type

    conf

  • Filename
    7076355