Cargando…
The Height-Adaptive Parameterized Step Length Measurement Method and Experiment Based on Motion Parameters
In order to tackle the inaccurate step length measurement of people with different heights and in different motion states, a height-adaptive method of step length measurement based on motion parameters is proposed in this paper. This method takes people’s height, stride frequency, and changing accel...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5948631/ https://www.ncbi.nlm.nih.gov/pubmed/29601511 http://dx.doi.org/10.3390/s18041039 |
_version_ | 1783322593709785088 |
---|---|
author | Zhang, Yanshun Li, Yingyue Peng, Chuang Mou, Dong Li, Ming Wang, Wei |
author_facet | Zhang, Yanshun Li, Yingyue Peng, Chuang Mou, Dong Li, Ming Wang, Wei |
author_sort | Zhang, Yanshun |
collection | PubMed |
description | In order to tackle the inaccurate step length measurement of people with different heights and in different motion states, a height-adaptive method of step length measurement based on motion parameters is proposed in this paper. This method takes people’s height, stride frequency, and changing accelerometer output while walking into integrated consideration, and builds a dynamic and parameterized model of their step length. In this study, these parameters were calibrated with thirty sets of experiment data from people with different heights and in different motion states, which were then verified experimentally by motion data of randomly selected subjects, regardless of speed and height. The experiment results indicate that the height-adaptive step length measurement was realized, thus eliminating the influence of height exerted on step length measurement. |
format | Online Article Text |
id | pubmed-5948631 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-59486312018-05-17 The Height-Adaptive Parameterized Step Length Measurement Method and Experiment Based on Motion Parameters Zhang, Yanshun Li, Yingyue Peng, Chuang Mou, Dong Li, Ming Wang, Wei Sensors (Basel) Article In order to tackle the inaccurate step length measurement of people with different heights and in different motion states, a height-adaptive method of step length measurement based on motion parameters is proposed in this paper. This method takes people’s height, stride frequency, and changing accelerometer output while walking into integrated consideration, and builds a dynamic and parameterized model of their step length. In this study, these parameters were calibrated with thirty sets of experiment data from people with different heights and in different motion states, which were then verified experimentally by motion data of randomly selected subjects, regardless of speed and height. The experiment results indicate that the height-adaptive step length measurement was realized, thus eliminating the influence of height exerted on step length measurement. MDPI 2018-03-30 /pmc/articles/PMC5948631/ /pubmed/29601511 http://dx.doi.org/10.3390/s18041039 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhang, Yanshun Li, Yingyue Peng, Chuang Mou, Dong Li, Ming Wang, Wei The Height-Adaptive Parameterized Step Length Measurement Method and Experiment Based on Motion Parameters |
title | The Height-Adaptive Parameterized Step Length Measurement Method and Experiment Based on Motion Parameters |
title_full | The Height-Adaptive Parameterized Step Length Measurement Method and Experiment Based on Motion Parameters |
title_fullStr | The Height-Adaptive Parameterized Step Length Measurement Method and Experiment Based on Motion Parameters |
title_full_unstemmed | The Height-Adaptive Parameterized Step Length Measurement Method and Experiment Based on Motion Parameters |
title_short | The Height-Adaptive Parameterized Step Length Measurement Method and Experiment Based on Motion Parameters |
title_sort | height-adaptive parameterized step length measurement method and experiment based on motion parameters |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5948631/ https://www.ncbi.nlm.nih.gov/pubmed/29601511 http://dx.doi.org/10.3390/s18041039 |
work_keys_str_mv | AT zhangyanshun theheightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT liyingyue theheightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT pengchuang theheightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT moudong theheightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT liming theheightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT wangwei theheightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT zhangyanshun heightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT liyingyue heightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT pengchuang heightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT moudong heightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT liming heightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters AT wangwei heightadaptiveparameterizedsteplengthmeasurementmethodandexperimentbasedonmotionparameters |