APPLICATION OF ITERATION TECHNIQUE IN ASSOCIATION WITH MULTIPLE-REGRESSION METHOD FOR IDENTIFICATION OF MIXTURES OF GASES USING AN INTEGRATED GAS-SENSOR ARRAY
Ms. Nayak et al., APPLICATION OF ITERATION TECHNIQUE IN ASSOCIATION WITH MULTIPLE-REGRESSION METHOD FOR IDENTIFICATION OF MIXTURES OF GASES USING AN INTEGRATED GAS-SENSOR ARRAY, Sensors and actuators. B, Chemical, 21(1), 1994, pp. 11-16
This paper deals with the discrimination of gases using the responses
of an integrated gas sensor. The multiple regression method is used to
find the sensor parameters for different gases in training mode. In s
niffing mode, these parameters are used to discriminate the gases pres
ent in the ambient using the iteration technique. These methods, i.e.,
the multiple regression method and iteration technique, have been suc
cessfully applied to the data set obtained in our laboratory for a mix
ture of carbon tetrachloride and ethyl methyl ketone exposed to a fabr
icated integrated gas-sensor array. These methods can effectively be u
sed for the realization of an 'intelligent gas sensor'.