• DocumentCode
    3784879
  • Title

    An adaptive rational filter for interpretation of spectrometric data

  • Author

    M.P. Wisniewski;R.Z. Morawski;A. Barwicz

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Quebec, Trois-Rivieres, Que., Canada
  • Volume
    52
  • Issue
    3
  • fYear
    2003
  • Firstpage
    966
  • Lastpage
    972
  • Abstract
    The computer-based interpretation of spectrometric data is of great importance for applications of various kinds of spectroscopy in science, biomedical engineering, environmental engineering, and industry. It is based on the use of algorithms of (generalized) deconvolution for correcting spectrometric data, i.e., compensating for the instrumental effects and natural bandwidth effects distorting those data. Among many sophisticated methods currently used for this purpose, no one method is able to properly deal with the irregularities in the data such as the variable shape of peaks of which the interpreted spectrum is composed. In this paper, a flexible and efficient algorithm of generalized deconvolution is proposed, viz. an adaptive rational filter. It is proven to satisfactorily solve this problem by recursive adaptation of its parameters to the widths of the consecutive peaks of which the interpreted spectrum is composed, as well as to the relative distances between peaks along the wavelength axis.
  • Keywords
    "Adaptive filters","Spectroscopy","Biomedical engineering","Deconvolution","Biomedical computing","Application software","Data engineering","Computer industry","Instruments","Bandwidth"
  • Journal_Title
    IEEE Transactions on Instrumentation and Measurement
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2003.809066
  • Filename
    1213690