A Novel Gas Recognition and Concentration Estimation Model for an Artificial Olfactory System With a Gas Sensor Array

Wenwen Zhang,Lei Wang,Jia Chen,Xiao Bi, Chensheng Chen, Jun Zhang, Volker Hans

IEEE Sensors Journal（2021）

引用 8|浏览10

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摘要

Traditional algorithms cannot readily address the fact that artificial olfaction in a dynamic ambient environment requires continuous selection and execution of the optimal algorithm to detect different gases. This paper presents a deep learning WCCNN-BiLSTM-many-to-many GRU (wavelet coefficient convolutional neural network–bidirectional long short-term memory–many-to-many-gated recurrent unit) mo...

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关键词

Sensor arrays,Gas detectors,Sensors,Heuristic algorithms,Olfactory,Genetic algorithms,Gases

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