A Deep Learning Approach for Improving Detection Accuracy and Efficiency Based on A Mass-Position Sensing Scheme

A deep learning (DL) approach for improving detection accuracy and efficiency is conducted in this paper based on a mass-position sensing scheme. In the scheme, masses and positions of multiple spheres can be determined using a length-adjustable cantilever with lower modes. Four DL networks, includi...

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Veröffentlicht in:	IEEE sensors journal 2023-10, Vol.23 (19), p.1-1
Hauptverfasser:	Xiao, Mingkai, Wang, Dong F.
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Datasets Deep learning detection accuracy and efficiency Efficiency Impact prediction Iterative methods mass-position sensing scheme Multilayer perceptrons Neural networks physics-based model Position sensing resonant sensors Sensors Shape functions
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