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Estimation for Human Motion Posture and Health Using Improved Deep Learning and Nano Biosensor

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Bibliographic Details
Main Authors: Wenbo, Xu, Zhiqiang, Zhu
Format: Book
Language:English
Published: Springer 2023
Subjects:
Nano biological acceleration sensor
Online Access:https://link.springer.com/article/10.1007/s44196-023-00239-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8020
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spelling oai:localhost:PNK-80202023-04-18T02:22:41Z Estimation for Human Motion Posture and Health Using Improved Deep Learning and Nano Biosensor Wenbo, Xu Zhiqiang, Zhu Nano biological acceleration sensor CC BY To improve the technical level of human motion posture and health estimation, a human motion posture and health estimation algorithm based on Nano biosensor and improved deep learning is proposed. First, we use Nano biological acceleration sensor and Nano biological angular velocity sensor to obtain human motion posture and health data. Second, after the fusion processing of human motion posture and health data, we use the motion posture coordinate system conversion unit and the physiological information recognition unit to convert the coordinate system of human motion angular velocity and acceleration data and recognize the physiological information of blood pressure and heart rhythm. Finally, the convolution neural networks (CNN) in deep learning is improved to obtain the deformable CNN. 2023-04-18T02:22:41Z 2023-04-18T02:22:41Z 2023 Book https://link.springer.com/article/10.1007/s44196-023-00239-0 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8020 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Nano biological acceleration sensor
spellingShingle Nano biological acceleration sensor
Wenbo, Xu
Zhiqiang, Zhu
Estimation for Human Motion Posture and Health Using Improved Deep Learning and Nano Biosensor
description CC BY
format Book
author Wenbo, Xu
Zhiqiang, Zhu
author_facet Wenbo, Xu
Zhiqiang, Zhu
author_sort Wenbo, Xu
title Estimation for Human Motion Posture and Health Using Improved Deep Learning and Nano Biosensor
title_short Estimation for Human Motion Posture and Health Using Improved Deep Learning and Nano Biosensor
title_full Estimation for Human Motion Posture and Health Using Improved Deep Learning and Nano Biosensor
title_fullStr Estimation for Human Motion Posture and Health Using Improved Deep Learning and Nano Biosensor
title_full_unstemmed Estimation for Human Motion Posture and Health Using Improved Deep Learning and Nano Biosensor
title_sort estimation for human motion posture and health using improved deep learning and nano biosensor
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s44196-023-00239-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8020
_version_ 1763543255942692864
score 8.891053

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