Machine Learning-Assisted Multifunctional Environmental Sensing Based on a Piezoelectric Cantilever

Machine Learning-Assisted Multifunctional Environmental Sensing Based on a Piezoelectric Cantilever

Multifunctional environmental sensing is crucial for various applications in agriculture, pollution monitoring, and disease diagnosis. However, most of these sensing systems consist of multiple sensors, leading to significantly increased dimensions, energy consumption, and structural complexity. The...

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Bibliographic Details
Main Author: Dongsheng Li (222712) (author)
Other Authors: Weiting Liu (8377335) (author), Boyi Zhu (12537116) (author), Mengjiao Qu (11463526) (author), Qian Zhang (49333) (author), YongQing Fu (6330425) (author), Jin Xie (690890) (author)
Published: 2022
Subjects:
Medicine
Biotechnology
Computational Biology
Space Science
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
significantly increased dimensions
make full use
also often suffer
achieved high resolution
sensing systems consist
1 %, respectively
2 </ sub
sensing layer
various environments
various applications
top electrode
time detection
structural complexity
pollution monitoring
piezoelectric microcantilever
multiple sensors
multiple properties
magnitude spectra
machine learning
human beings
health monitoring
great potential
fast response
energy consumption
disease diagnosis
6 %),
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