• DocumentCode
    876571
  • Title

    Simulation and experimental results of multiharmonic least-squares fitting algorithms applied to periodic signals

  • Author

    Ramos, Pedro M. ; Da Silva, Manuel Fonseca ; Martins, RaÙl Carneiro ; Serra, António M Cruz

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Tech. Univ. of Lisbon, Portugal
  • Volume
    55
  • Issue
    2
  • fYear
    2006
  • fDate
    4/1/2006 12:00:00 AM
  • Firstpage
    646
  • Lastpage
    651
  • Abstract
    A new generation of multipurpose measurement equipment is transforming the role of computers in instrumentation. The new features involve mixed devices, such as analog-to-digital and digital-to-analog converters and digital signal processing techniques, that are able to substitute typical discrete instruments like multimeters and analyzers. Signal-processing applications frequently use least-squares (LS) sine-fitting algorithms. Periodic signals may be interpreted as a sum of sine waves with multiple frequencies: the Fourier series. This paper describes an algorithm that is able to fit a multiharmonic acquired signal, determining the amplitude and phase of all harmonics. Simulation and experimental results are presented.
  • Keywords
    Fourier series; computerised instrumentation; least squares approximations; signal processing equipment; spectral analysis; Fourier series; analog-to-digital converter; data analysis; digital signal processing; digital-to-analog converters; discrete instruments; mixed devices; multiharmonic least-squares fitting algorithms; multipurpose measurement equipment; periodic signals; sine fitting; spectral analysis; Amplitude estimation; Data acquisition; Digital signal processing; Frequency estimation; Instruments; Phase estimation; Signal analysis; Signal generators; Signal processing algorithms; Spectral analysis; Data analysis; LS methods; digital signal processing algorithms; sine fitting; spectral analysis;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2006.864260
  • Filename
    1608613