• DocumentCode
    2667510
  • Title

    Robust fractional order differentiator

  • Author

    Dali Chen ; Chen, YangQuan ; Xue, Dingyu

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
  • fYear
    2012
  • fDate
    23-25 May 2012
  • Firstpage
    1037
  • Lastpage
    1042
  • Abstract
    A robust fractional order differentiator is proposed to estimate the fractional order derivative of the given contaminated signal. Least square polynomial fitting technique is used to minimize the noise and Grünwald-Letnikov definition is used to calculate the fractional order derivative. A concise method is proposed to speed up the computation time and a parameter setting strategy is present for user. The frequency domain analysis demonstrates that the proposed differentiator essentially is a fractional order low-pass filter. The accuracy and robustness are evaluated by the experiments.
  • Keywords
    frequency-domain analysis; least squares approximations; low-pass filters; polynomial approximation; signal processing; Grunwald-Letnikov definition; contaminated signal; fractional order derivative; fractional order low-pass filter; frequency domain analysis; least square polynomial fitting technique; noise minimization; parameter setting strategy; robust fractional order differentiator; Frequency modulation; Magnetic resonance imaging; Noise; Phase shift keying; Polynomials; Strontium; Vectors; Differentiator; Fractional Order; Least Squares; Robust;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2012 24th Chinese
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4577-2073-4
  • Type

    conf

  • DOI
    10.1109/CCDC.2012.6244163
  • Filename
    6244163