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...
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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 |
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