Title :
Application of a digital signal processor for correction of spectrophotometric measurements
Author :
Morawski, Roman Z. ; Slima, Mohamed Ben ; Milewski, Marcin S. ; Barwicz, Andrzej
Author_Institution :
Inst. of Radioelectron., Warsaw Univ. of Technol., Poland
fDate :
6/1/1993 12:00:00 AM
Abstract :
The results of spectrophotometric measurements are subject to systematic errors of an instrumental type which may be partially corrected provided a mathematical model of the instrumental imperfections is identified. It is assumed that this model has the form of an integral, convolution-type equation of the first kind. The correction of the results of measurements, subject to random measurement errors, consists of numerically solving this equation on the basis of these results. A correction algorithm, based on the Tikhonov method of frequency-domain regularization, has been implemented using the DSP 56001 digital signal processor. The results of its application are compared with those obtained by means of PC-MATLAB software for the same synthetic data. It is shown that a considerable gain in speed of computation is attained without significant reduction of the accuracy
Keywords :
measurement errors; random processes; signal processing equipment; spectrophotometry; spectroscopy computing; DSP 56001 digital signal processor; PC-MATLAB software; Tikhonov method; correction; correction algorithm; digital signal processor; frequency-domain regularization; mathematical model; random measurement errors; spectrophotometric measurements; systematic errors; Application software; Convolution; Digital signal processing; Digital signal processors; Error correction; Instruments; Integral equations; Mathematical model; Measurement errors; Signal processing algorithms;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on