Early-Stage Gas Identification Using Convolutional Long Short-Term Neural Network with Sensor Array Time Series Data

Early-Stage Gas Identification Using Convolutional Long Short-Term Neural Network with Sensor Array Time Series Data

Gas identification/classification through pattern recognition techniques based on gas sensor arrays often requires the equilibrium responses or the full traces of time-series data of the sensor array. Leveraging upon the diverse gas sensing kinetics behaviors measured via the sensor array, a computa...

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Bibliographic Details
Main Authors: Kai Zhou, Yixin Liu
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
gas sensory arrays
early-stage gas identification
classification
convolutional long short-term memory (CLSTM) neural network
Online Access:https://www.mdpi.com/1424-8220/21/14/4826

Internet

https://www.mdpi.com/1424-8220/21/14/4826

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