Estimation for Human Motion Posture and Health Using Improved Deep Learning and Nano Biosensor
CC BY
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| Tác giả chính: | , |
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s44196-023-00239-0 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8020 |
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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 |
8.891145 |