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Wearable Running Training Data Acquisition System Based on Intelligent Computer Technology
Because the instantaneous motion of running training changes rapidly, the acquisition accuracy is low. Therefore, a wearable running training data acquisition system based on intelligent computer technology is designed. In the hardware design of the system, by setting the registers of the main contr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270115/ https://www.ncbi.nlm.nih.gov/pubmed/35813443 http://dx.doi.org/10.1155/2022/4508570 |
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author | Zhang, Ruirui Liu, Zhao Chang, Zhansheng Cao, Yongqing Liu, Dan |
author_facet | Zhang, Ruirui Liu, Zhao Chang, Zhansheng Cao, Yongqing Liu, Dan |
author_sort | Zhang, Ruirui |
collection | PubMed |
description | Because the instantaneous motion of running training changes rapidly, the acquisition accuracy is low. Therefore, a wearable running training data acquisition system based on intelligent computer technology is designed. In the hardware design of the system, by setting the registers of the main control chip, inertial sensor, and magnetic sensor, the acceleration and angular velocity information of motion exist in the data format of binary complement. Bluetooth realizes the transparent transmission of data between hardware and software. The system software uses LDA recognition algorithm to decompose the dynamic data transmitted by Bluetooth into multiple static data and collect the final motion data through training. The experimental results show that the designed system has good quality and high accuracy in motion detection and counting. |
format | Online Article Text |
id | pubmed-9270115 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-92701152022-07-09 Wearable Running Training Data Acquisition System Based on Intelligent Computer Technology Zhang, Ruirui Liu, Zhao Chang, Zhansheng Cao, Yongqing Liu, Dan Comput Math Methods Med Research Article Because the instantaneous motion of running training changes rapidly, the acquisition accuracy is low. Therefore, a wearable running training data acquisition system based on intelligent computer technology is designed. In the hardware design of the system, by setting the registers of the main control chip, inertial sensor, and magnetic sensor, the acceleration and angular velocity information of motion exist in the data format of binary complement. Bluetooth realizes the transparent transmission of data between hardware and software. The system software uses LDA recognition algorithm to decompose the dynamic data transmitted by Bluetooth into multiple static data and collect the final motion data through training. The experimental results show that the designed system has good quality and high accuracy in motion detection and counting. Hindawi 2022-07-01 /pmc/articles/PMC9270115/ /pubmed/35813443 http://dx.doi.org/10.1155/2022/4508570 Text en Copyright © 2022 Ruirui Zhang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhang, Ruirui Liu, Zhao Chang, Zhansheng Cao, Yongqing Liu, Dan Wearable Running Training Data Acquisition System Based on Intelligent Computer Technology |
title | Wearable Running Training Data Acquisition System Based on Intelligent Computer Technology |
title_full | Wearable Running Training Data Acquisition System Based on Intelligent Computer Technology |
title_fullStr | Wearable Running Training Data Acquisition System Based on Intelligent Computer Technology |
title_full_unstemmed | Wearable Running Training Data Acquisition System Based on Intelligent Computer Technology |
title_short | Wearable Running Training Data Acquisition System Based on Intelligent Computer Technology |
title_sort | wearable running training data acquisition system based on intelligent computer technology |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270115/ https://www.ncbi.nlm.nih.gov/pubmed/35813443 http://dx.doi.org/10.1155/2022/4508570 |
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