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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...

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Detalles Bibliográficos
Autores principales: Zhang, Ruirui, Liu, Zhao, Chang, Zhansheng, Cao, Yongqing, Liu, Dan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
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.
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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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AT caoyongqing wearablerunningtrainingdataacquisitionsystembasedonintelligentcomputertechnology
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