A Waveform Mapping-Based Approach for Enhancement of Trunk Borers’ Vibration Signals Using Deep Learning Model

A Waveform Mapping-Based Approach for Enhancement of Trunk Borers’ Vibration Signals Using Deep Learning Model

The larvae of some trunk-boring beetles barely leave traces on the outside of trunks when feeding within, rendering the detection of them rather difficult. One approach to solving this problem involves the use of a probe to pick up boring vibrations inside the trunk and distinguish larvae activity a...

Full description

Bibliographic Details
Main Authors: Haopeng Shi, Zhibo Chen, Haiyan Zhang, Juhu Li, Xuanxin Liu, Lili Ren, Youqing Luo
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Insects
Subjects:
trunk-boring beetle
boring vibration
denoising
deep learning
end to end
convolutional recurrent neural network
Online Access:https://www.mdpi.com/2075-4450/13/7/596

Similar Items

Similar Items