Balanced Distribution Adaptation for Metal Oxide Semiconductor Gas Sensor Array Drift Compensation

Balanced Distribution Adaptation for Metal Oxide Semiconductor Gas Sensor Array Drift Compensation

Drift compensation is an important issue for metal oxide semiconductor (MOS) gas sensor arrays. General machine learning methods require constant calibration and a large amount of label gas data. At the same time, recalibration will cause a lot of costs, and label gas is difficult to obtain in pract...

Full description

Bibliographic Details
Main Authors: Zongze Jiang, Peng Xu, Yongbin Du, Feng Yuan, Kai Song
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
drift compensation
balanced distribution adaptation
transfer learning
feature extraction
sensor array
domain adaption
Online Access:https://www.mdpi.com/1424-8220/21/10/3403

Internet

https://www.mdpi.com/1424-8220/21/10/3403

Similar Items