Cargando…
A Multimodal Sensory Apparatus for Robotic Prosthetic Feet Combining Optoelectronic Pressure Transducers and IMU
Timely and reliable identification of control phases is functional to the control of a powered robotic lower-limb prosthesis. This study presents a commercial energy-store-and-release foot prosthesis instrumented with a multimodal sensory system comprising optoelectronic pressure sensors (PS) and IM...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914932/ https://www.ncbi.nlm.nih.gov/pubmed/35270877 http://dx.doi.org/10.3390/s22051731 |
_version_ | 1784667878151159808 |
---|---|
author | Fiumalbi, Tommaso Martini, Elena Papapicco, Vito Dell’Agnello, Filippo Mazzarini, Alessandro Baldoni, Andrea Gruppioni, Emanuele Crea, Simona Vitiello, Nicola |
author_facet | Fiumalbi, Tommaso Martini, Elena Papapicco, Vito Dell’Agnello, Filippo Mazzarini, Alessandro Baldoni, Andrea Gruppioni, Emanuele Crea, Simona Vitiello, Nicola |
author_sort | Fiumalbi, Tommaso |
collection | PubMed |
description | Timely and reliable identification of control phases is functional to the control of a powered robotic lower-limb prosthesis. This study presents a commercial energy-store-and-release foot prosthesis instrumented with a multimodal sensory system comprising optoelectronic pressure sensors (PS) and IMU. The performance was verified with eight healthy participants, comparing signals processed by two different algorithms, based on PS and IMU, respectively, for real-time detection of heel strike (HS) and toe-off (TO) events and an estimate of relevant biomechanical variables such as vertical ground reaction force ([Formula: see text]) and center of pressure along the sagittal axis ([Formula: see text]). The performance of both algorithms was benchmarked against a force platform and a marker-based stereophotogrammetric motion capture system. HS and TO were estimated with a time error lower than 0.100 s for both the algorithms, sufficient for the control of a lower-limb robotic prosthesis. Finally, the [Formula: see text] computed from the PS showed a Pearson correlation coefficient of 0.97 (0.02) with the same variable computed through the force platform. |
format | Online Article Text |
id | pubmed-8914932 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89149322022-03-12 A Multimodal Sensory Apparatus for Robotic Prosthetic Feet Combining Optoelectronic Pressure Transducers and IMU Fiumalbi, Tommaso Martini, Elena Papapicco, Vito Dell’Agnello, Filippo Mazzarini, Alessandro Baldoni, Andrea Gruppioni, Emanuele Crea, Simona Vitiello, Nicola Sensors (Basel) Article Timely and reliable identification of control phases is functional to the control of a powered robotic lower-limb prosthesis. This study presents a commercial energy-store-and-release foot prosthesis instrumented with a multimodal sensory system comprising optoelectronic pressure sensors (PS) and IMU. The performance was verified with eight healthy participants, comparing signals processed by two different algorithms, based on PS and IMU, respectively, for real-time detection of heel strike (HS) and toe-off (TO) events and an estimate of relevant biomechanical variables such as vertical ground reaction force ([Formula: see text]) and center of pressure along the sagittal axis ([Formula: see text]). The performance of both algorithms was benchmarked against a force platform and a marker-based stereophotogrammetric motion capture system. HS and TO were estimated with a time error lower than 0.100 s for both the algorithms, sufficient for the control of a lower-limb robotic prosthesis. Finally, the [Formula: see text] computed from the PS showed a Pearson correlation coefficient of 0.97 (0.02) with the same variable computed through the force platform. MDPI 2022-02-23 /pmc/articles/PMC8914932/ /pubmed/35270877 http://dx.doi.org/10.3390/s22051731 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Fiumalbi, Tommaso Martini, Elena Papapicco, Vito Dell’Agnello, Filippo Mazzarini, Alessandro Baldoni, Andrea Gruppioni, Emanuele Crea, Simona Vitiello, Nicola A Multimodal Sensory Apparatus for Robotic Prosthetic Feet Combining Optoelectronic Pressure Transducers and IMU |
title | A Multimodal Sensory Apparatus for Robotic Prosthetic Feet Combining Optoelectronic Pressure Transducers and IMU |
title_full | A Multimodal Sensory Apparatus for Robotic Prosthetic Feet Combining Optoelectronic Pressure Transducers and IMU |
title_fullStr | A Multimodal Sensory Apparatus for Robotic Prosthetic Feet Combining Optoelectronic Pressure Transducers and IMU |
title_full_unstemmed | A Multimodal Sensory Apparatus for Robotic Prosthetic Feet Combining Optoelectronic Pressure Transducers and IMU |
title_short | A Multimodal Sensory Apparatus for Robotic Prosthetic Feet Combining Optoelectronic Pressure Transducers and IMU |
title_sort | multimodal sensory apparatus for robotic prosthetic feet combining optoelectronic pressure transducers and imu |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914932/ https://www.ncbi.nlm.nih.gov/pubmed/35270877 http://dx.doi.org/10.3390/s22051731 |
work_keys_str_mv | AT fiumalbitommaso amultimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT martinielena amultimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT papapiccovito amultimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT dellagnellofilippo amultimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT mazzarinialessandro amultimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT baldoniandrea amultimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT gruppioniemanuele amultimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT creasimona amultimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT vitiellonicola amultimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT fiumalbitommaso multimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT martinielena multimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT papapiccovito multimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT dellagnellofilippo multimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT mazzarinialessandro multimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT baldoniandrea multimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT gruppioniemanuele multimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT creasimona multimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu AT vitiellonicola multimodalsensoryapparatusforroboticprostheticfeetcombiningoptoelectronicpressuretransducersandimu |