Research on a Mixed Gas Recognition and Concentration Detection Algorithm Based on a Metal Oxide Semiconductor Olfactory System Sensor Array

Research on a Mixed Gas Recognition and Concentration Detection Algorithm Based on a Metal Oxide Semiconductor Olfactory System Sensor Array

As a typical machine olfactory system index, the accuracy of hybrid gas identification and concentration detection is low. This paper proposes a novel hybrid gas identification and concentration detection method. In this method, Kernel Principal Component Analysis (KPCA) is employed to extract the n...

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Bibliographic Details
Main Authors: Yonghui Xu, Xi Zhao, Yinsheng Chen, Wenjie Zhao
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Sensors
Subjects:
sensor array
gas detection
gas identification
kernel principal component analysis
multivariate relevance vector machine
Online Access:http://www.mdpi.com/1424-8220/18/10/3264

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