MODIFIED WAVELETS IN DATA PROCESSING
FOR ANALYTICAL INSTRUMENTS.
II. DATA PROCESSING ALGORITHMS
L. V. Novikov
Institute for Analytical Instrumentation RAS, Saint-Petersburg
The paper describes data processing
algorithms using modified wavelets. The fast computational algorithms are
implemented with filter banks. The application is illustrated by the examples
of signal processing for various analytical instruments. It is shown that
the proposed approach combines wavelet based noise rejection and deconvolution
or other signal transformations, provides several times higher sensitivity
and resolution of the instrument.