We introduce a method to automatically evaluate the weights of the digital filter used for high-resolution spectroscopy in a mixed analog - digital setup, which operates with minimum human attendance. The optimum filter weighting function WF is obtained from the noise autocorrelation; an ultra-accurate estimate of the singularities of the antialiasing filter is derived from its experimental pulse response. From these data the procedure automatically computes the optimum WF and the digital filter weights. We show that the method provides a much better flatness of the flat top (to within 0.1% of the peak value); a more precise elimination of tails in the WF (to better than 0.1% of the peak value) and a much lower quantization noise (more than a factor 10) at the filter output than other possible methods (DFT or Wiener algorithms). It was successfully tested in the generation of trapezoidal and optimum cusp-like WFs even in presence of non-negligible 1/f noise. This calibration procedure runs in a few seconds with no additional hardware.

An automatic initialization procedure for real-time digital radiation spectrometry / A. Geraci, G. Ripamonti, A. Pullia. - In: NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH. SECTION A, ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT. - ISSN 0168-9002. - 403:2/3(1998), pp. 455-464.

An automatic initialization procedure for real-time digital radiation spectrometry

A. Pullia
Ultimo
1998

Abstract

We introduce a method to automatically evaluate the weights of the digital filter used for high-resolution spectroscopy in a mixed analog - digital setup, which operates with minimum human attendance. The optimum filter weighting function WF is obtained from the noise autocorrelation; an ultra-accurate estimate of the singularities of the antialiasing filter is derived from its experimental pulse response. From these data the procedure automatically computes the optimum WF and the digital filter weights. We show that the method provides a much better flatness of the flat top (to within 0.1% of the peak value); a more precise elimination of tails in the WF (to better than 0.1% of the peak value) and a much lower quantization noise (more than a factor 10) at the filter output than other possible methods (DFT or Wiener algorithms). It was successfully tested in the generation of trapezoidal and optimum cusp-like WFs even in presence of non-negligible 1/f noise. This calibration procedure runs in a few seconds with no additional hardware.
correlation methods ; digital filters ; digital signal processing ; real time systems ; automatic initialization ; digital radiation spectroscopy ; weighting functions
Settore ING-INF/01 - Elettronica
Settore FIS/01 - Fisica Sperimentale
1998
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/205596
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