POF Smart Carpet: A Multiplexed Polymer Optical Fiber-Embedded Smart Carpet for Gait Analysis

This paper presents the development of a smart carpet based on polymer optical fiber (POF) for ground reaction force (GRF) and spatio-temporal gait parameter assessment. The proposed carpet has 20 intensity variation-based sensors on one fiber with two photodetectors for acquisition, each one for th...

Full description

Bibliographic Details
Main Authors: Leticia M. Avellar, Arnaldo G. Leal-Junior, Camilo A. R. Diaz, Carlos Marques, Anselmo Frizera
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/15/3356
id doaj-5ab1242ad7bd44f39180dedaaae4a21b
record_format Article
spelling doaj-5ab1242ad7bd44f39180dedaaae4a21b2020-11-24T22:15:15ZengMDPI AGSensors1424-82202019-07-011915335610.3390/s19153356s19153356POF Smart Carpet: A Multiplexed Polymer Optical Fiber-Embedded Smart Carpet for Gait AnalysisLeticia M. Avellar0Arnaldo G. Leal-Junior1Camilo A. R. Diaz2Carlos Marques3Anselmo Frizera4Graduate Program in Electrical Engineering, Federal University of Espirito Santo, Vitoria 29075-910, BrazilMechanical Engineering Department, Federal University of Espirito Santo, Espirito Santo 29075-910, BrazilGraduate Program in Electrical Engineering, Federal University of Espirito Santo, Vitoria 29075-910, BrazilI3N & Physics Department, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, PortugalGraduate Program in Electrical Engineering, Federal University of Espirito Santo, Vitoria 29075-910, BrazilThis paper presents the development of a smart carpet based on polymer optical fiber (POF) for ground reaction force (GRF) and spatio-temporal gait parameter assessment. The proposed carpet has 20 intensity variation-based sensors on one fiber with two photodetectors for acquisition, each one for the response of 10 closer sensors. The used multiplexing technique is based on side-coupling between the light sources and POF lateral sections in which one light-emitting diode (LED) is activated at a time, sequentially. Three tests were performed, two for sensor characterization and one for validation of the smart carpet, where the first test consisted of the application of calibrated weights on the top of each sensor for force characterization. In the second test, the foot was positioned on predefined points distributed on the carpet, where a mean relative error of 2.9% was obtained. Results of the walking tests on the proposed POF-embedded smart carpet showed the possibility of estimating the GRF and spatio-temporal gait parameters (step and stride lengths, cadence, and stance duration). The obtained results make possible the identification of gait events (stance and swing phases) as well as the stance duration and double support periods. The proposed carpet is a low-cost and reliable tool for gait analysis in different applications.https://www.mdpi.com/1424-8220/19/15/3356gait analysispolymer optical fiber sensorsground reaction forcespatio-temporal gait parameterssmart textile
collection DOAJ
language English
format Article
sources DOAJ
author Leticia M. Avellar
Arnaldo G. Leal-Junior
Camilo A. R. Diaz
Carlos Marques
Anselmo Frizera
spellingShingle Leticia M. Avellar
Arnaldo G. Leal-Junior
Camilo A. R. Diaz
Carlos Marques
Anselmo Frizera
POF Smart Carpet: A Multiplexed Polymer Optical Fiber-Embedded Smart Carpet for Gait Analysis
Sensors
gait analysis
polymer optical fiber sensors
ground reaction force
spatio-temporal gait parameters
smart textile
author_facet Leticia M. Avellar
Arnaldo G. Leal-Junior
Camilo A. R. Diaz
Carlos Marques
Anselmo Frizera
author_sort Leticia M. Avellar
title POF Smart Carpet: A Multiplexed Polymer Optical Fiber-Embedded Smart Carpet for Gait Analysis
title_short POF Smart Carpet: A Multiplexed Polymer Optical Fiber-Embedded Smart Carpet for Gait Analysis
title_full POF Smart Carpet: A Multiplexed Polymer Optical Fiber-Embedded Smart Carpet for Gait Analysis
title_fullStr POF Smart Carpet: A Multiplexed Polymer Optical Fiber-Embedded Smart Carpet for Gait Analysis
title_full_unstemmed POF Smart Carpet: A Multiplexed Polymer Optical Fiber-Embedded Smart Carpet for Gait Analysis
title_sort pof smart carpet: a multiplexed polymer optical fiber-embedded smart carpet for gait analysis
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2019-07-01
description This paper presents the development of a smart carpet based on polymer optical fiber (POF) for ground reaction force (GRF) and spatio-temporal gait parameter assessment. The proposed carpet has 20 intensity variation-based sensors on one fiber with two photodetectors for acquisition, each one for the response of 10 closer sensors. The used multiplexing technique is based on side-coupling between the light sources and POF lateral sections in which one light-emitting diode (LED) is activated at a time, sequentially. Three tests were performed, two for sensor characterization and one for validation of the smart carpet, where the first test consisted of the application of calibrated weights on the top of each sensor for force characterization. In the second test, the foot was positioned on predefined points distributed on the carpet, where a mean relative error of 2.9% was obtained. Results of the walking tests on the proposed POF-embedded smart carpet showed the possibility of estimating the GRF and spatio-temporal gait parameters (step and stride lengths, cadence, and stance duration). The obtained results make possible the identification of gait events (stance and swing phases) as well as the stance duration and double support periods. The proposed carpet is a low-cost and reliable tool for gait analysis in different applications.
topic gait analysis
polymer optical fiber sensors
ground reaction force
spatio-temporal gait parameters
smart textile
url https://www.mdpi.com/1424-8220/19/15/3356
work_keys_str_mv AT leticiamavellar pofsmartcarpetamultiplexedpolymeropticalfiberembeddedsmartcarpetforgaitanalysis
AT arnaldoglealjunior pofsmartcarpetamultiplexedpolymeropticalfiberembeddedsmartcarpetforgaitanalysis
AT camiloardiaz pofsmartcarpetamultiplexedpolymeropticalfiberembeddedsmartcarpetforgaitanalysis
AT carlosmarques pofsmartcarpetamultiplexedpolymeropticalfiberembeddedsmartcarpetforgaitanalysis
AT anselmofrizera pofsmartcarpetamultiplexedpolymeropticalfiberembeddedsmartcarpetforgaitanalysis
_version_ 1725795203354198016