• DocumentCode
    2475547
  • Title

    Implementation of a least-squares multi-harmonic fitting algorithm in the multicore cell processor

  • Author

    Santos, José ; Ramos, Pedro M.

  • Author_Institution
    Inst. de Telecomun., UTL, Lisbon, Portugal
  • fYear
    2012
  • fDate
    13-16 May 2012
  • Firstpage
    2716
  • Lastpage
    2721
  • Abstract
    Least squares (LS) methods minimize the LS error between a specific data model and an acquired data set. This is the case of sine-fitting algorithms, which are used to determine the sine wave parameters that best fit an acquired signal. In the case of signals with multiple harmonics, one can use a multi-harmonic fitting algorithm resembling the sine-fitting algorithm to estimate the amplitudes and phases of the harmonics. This paper describes the implementation of a LS multi-harmonic fitting algorithm using the multicore Cell processor to determine the fundamental frequency of a multi-harmonic signal and then the harmonic amplitudes and phases.
  • Keywords
    least squares approximations; multiprocessing systems; phase estimation; LS error; LS methods; LS multiharmonic fitting algorithm; amplitude estimation; fundamental frequency; harmonic amplitudes; least-squares multiharmonic fitting algorithm; multicore cell processor; multiharmonic signal; phase estimation; sine wave parameters; sine-fitting algorithms; Estimation; Fitting; Frequency estimation; Harmonic analysis; Microprocessors; Multicore processing; Cell processor; Multi-harmonic fitting; least-squares method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International
  • Conference_Location
    Graz
  • ISSN
    1091-5281
  • Print_ISBN
    978-1-4577-1773-4
  • Type

    conf

  • DOI
    10.1109/I2MTC.2012.6229135
  • Filename
    6229135