Investigation on the combined model of sensor drift compensation and open-set gas recognition based on electronic nose datasets

• Published in: Chemometrics and intelligent laboratory systems Vol. 242; p. 105003
• Main Authors: Yao, Youbin, Chen, Bin, Liu, Chuanjun, Qu, Cheng
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 15.11.2023
• Subjects: Electronic nose; Gas recognition; Open-set recognition; Sensor drift; Open-set recognition; Sensor drift; Gas recognition; Electronic nose

Electronic nose (EN) is widely used to identify and detect gases. However, ENs are inevitably subject to sensor drift and the intrusion of unknown gases during prolonged exposure to the environment. A combined model of sensor drift compensation and open-set gas recognition, class anchoring and contr...