Xiao-Ran Huang

TF-former: A concentration regression model for toxic and harmful mixed gases based on time-frequency analysis

Accurate quantification of individual components in mixed gases remains challenging for metal oxide (MOX) electronic noses because cross-sensitivity can produce highly overlapping sensor responses. In this study, we propose TF-Former, a time–frequency Transformer framework for the simultaneous regression of carbon mo...