• DocumentCode
    1180266
  • Title

    A magnitude/phase-locked loop approach to parameter estimation of periodic signals

  • Author

    Wu, Biqing ; Bodson, Marc

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Utah Univ., Salt Lake City, UT, USA
  • Volume
    48
  • Issue
    4
  • fYear
    2003
  • fDate
    4/1/2003 12:00:00 AM
  • Firstpage
    612
  • Lastpage
    618
  • Abstract
    Presents a parameter estimator that is designed to estimate the frequencies, magnitudes, and phases of the components of a periodic signal. The structure of the algorithm is reminiscent of a phase-locked loop, although significant differences can be observed. The performance of the estimator is analyzed, and useful design guidelines are provided. A version of the algorithm is presented that combines different components of the signal and/or signals from multiple sensors in order to estimate the fundamental frequency. In this manner, the algorithm is able to maintain tracking of the fundamental frequency despite changes in signal characteristics. The results are verified in simulations and the algorithms are found to be simple and effective for estimation and tracking of time-varying parameters. Experimental results are reported where periodic signals are collected from an active noise control testbed.
  • Keywords
    adaptive estimation; convergence; frequency estimation; phase locked loops; adaptive systems; design guidelines; frequency tracking; magnitude/phase-locked loop approach; parameter estimation; periodic signals; Active noise reduction; Frequency estimation; Guidelines; Parameter estimation; Performance analysis; Phase estimation; Phase locked loops; Sensor phenomena and characterization; Signal design; Testing;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2003.809796
  • Filename
    1193740