Curve Fitting to Chromatographic Peaks
in Frequency Domain
Pápai, Zsuzsa, Pap, Tamás L.
University of Veszprém, Department of Analytical
Chemistry, 8201 Veszprém,
P.O. Box 158, Hungary
Curve fitting methods are very popular in the field of
chromatography because the fitted function can be integrated in closed form or
numerically to determine the peak shape parameters and the statistical moments.
These characteristics are available for describing signal-time functions, but
cannot inform us about the frequencies and phases of the signal constituents.
The Fourier transforms of chromatograms have been
widely used for noise filtering, interpolation, curve resolution, etc.
In this work the Fourier transformed form -
calculated by us - of the function [1] suitable for describing chromatographic
peaks is presented. The variation of the real and imaginary parts of Fourier
transform of the function [1] due to peak shape changes was examined. We worked
out a mathematical process, during which Fourier transforms of the
chromatographic peaks are calculated, then curves are fitted separate to the
real and imaginary parts of the Fourier transform. The process is presented
using real HPLC chromatograms.
This method is very useful to perform parameter estimation
on the basis of the Fourier transform of the signal. The recursive parameter
estimation is a spectacular means to identify different parts in the frequency
domain, characteristic for a given element of the total signal.
Literature:
[1] Pap, T. L., Pápai, Zs., J.
Chromatogr. A., 930, (2001) 53.