• DocumentCode
    43204
  • Title

    Sampling Systems With Fractional Delay and PCA Applied to High-Accuracy Measurements

  • Author

    de Barros e Vasconcellos, Renata T. ; de Campos, Marcello L. R.

  • Author_Institution
    Brazilian Nat. Metrol. Inst. (Inmetro), Duque de Caxias, Brazil
  • Volume
    62
  • Issue
    6
  • fYear
    2013
  • fDate
    Jun-13
  • Firstpage
    1407
  • Lastpage
    1412
  • Abstract
    For high-accuracy electrical measurements, sampling errors can contribute significantly to increase the incertitude. The fractional delay (FD) sampling technique is a simple and very efficient technique to reduce sampling errors, improving the measurement accuracy. Here, we combine the FD sampling technique with principal component analysis, applying this technique to high-accuracy ac voltage measurements, more specifically to the harmonic estimation of periodical signals. Theoretical results are backed by simulations and experimental results.
  • Keywords
    delays; harmonics; measurement errors; principal component analysis; signal sampling; voltage measurement; AC voltage measurement; FD sampling technique; PCA; electrical measurement accuracy; fractional delay; harmonic estimation; periodic signal; principal component analysis; sampling error; Correlation; Delay; Discrete Fourier transforms; Harmonic analysis; Matrix decomposition; Principal component analysis; Time series analysis; Electrical metrology; fractional delay (FD); principal component analysis (PCA); sampling systems;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2013.2239016
  • Filename
    6449394