Title :
An application-specific processor dedicated to Kalman-filter-based correction of spectrometric data
Author :
Barwicz, Andrzej ; Massicotte, Daniel ; Savaria, Yvon ; Pango, Philippe A. ; Morawski, Roman Z.
Author_Institution :
Dept. d´´Ingenierie, Quebec Univ., Trois-Rivieres, Que., Canada
fDate :
6/1/1995 12:00:00 AM
Abstract :
An application-specific processor dedicated to Kalman-filter-based measurand reconstruction in spectrometric applications is proposed. It is intended to act as coprocessor of a host processor, performing relatively sophisticated processing of measurement data subject to systematic errors of an instrumental type and to random errors of various natures, it is basically designed for improving the resolution of spectrometric measurements commonly used in environmental laboratories, but it may be useful in other applications where similar processing of measurement data is required. Examples of applications of the processor in spectrometric measurements, its metrological advantages and limitations, as well as perspectives of its development, are presented
Keywords :
Kalman filters; VLSI; application specific integrated circuits; digital signal processing chips; error correction; signal processing; spectrophotometry; spectroscopy; spectroscopy computing; Kalman-filter-based correction; application-specific processor; environmental laboratories; measurand reconstruction; measurement data; metrological advantages; random errors; spectrometric applications; spectrometric data; spectrometric measurements; systematic errors; Application specific processors; Coprocessors; Digital signal processing; Digital signal processors; Instruments; Mass spectroscopy; Power system reliability; Signal processing algorithms; Velocity measurement; Very large scale integration;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on