Improving the Performance of Drifted/Shifted Electronic Nose Systems by Cross-Domain Transfer using Common Transfer Samples

Ruonan Yi
Ruonan Yi
Debo Shi
Debo Shi
Yutong Tian
Yutong Tian
Feiyue Chen
Feiyue Chen
Zijian Wang
Zijian Wang

Sensors and Actuators B-chemical, pp. 1291622020.

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Abstract:

Abstract Sensor drift/shift is a challenging and high-profile issue in the field of sensors and measurements. Because of the time variability and unpredictable properties of drift/shift, traditional compensation methods are costly and laborious. Considering the distribution alignments of different domains at both the feature and decisio...More

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