A Odor Labeling Convolutional Encoder-Decoder for Odor Sensing in Machine Olfaction

Tengteng Wen, Zhuofeng Mo, Jingshan Li, Qi Liu, Liming Wu, Dehan Luo

Nowadays, machine olfaction has been widely used in many fields. In this paper, we proposed an odor labeling convolutional encoder-decoder (OLCE) for odor sensing. In order to demonstrate the performance of the model, a comparison of several algorithms that had been applied to machine olfaction was implemented. Experiment results demonstrated that OLCE had a decent performance using in machine olfaction. The challenge of establishing general odor characterization was discussed.

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