The invention provides a
chemical resistance type sensor gas category discrimination method and device based on real-time
noise, and the method comprises the steps: obtaining an original response
analog signal outputted by a
chemical resistance type sensor, and converting the original response
analog signal into an original response
digital signal; acquiring a real-time time-domain
signal to be analyzed through a time sliding window with a
fixed length based on the original response
digital signal, determining a real-time frequency-domain
signal to be analyzed based on the real-time time-domain
signal to be analyzed, and respectively extracting real-time time-domain
noise features and real-time frequency-domain
noise features; generating a multi-dimensional noise
feature vector based on the real-time
time domain noise feature and the real-
time frequency domain noise feature; wherein the multi-dimensional noise
feature vector comprises 1 / f slope, maximum energy
frequency band and signal
mean square error feature information; and inputting the multi-dimensional noise
feature vector into a trained gas category discrimination model to obtain a gas category discrimination result corresponding to the real-time
time domain signal to be analyzed. According to the invention, the complexity and cost of gas type identification of the MOS gas sensor are reduced.