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Validating and Calibrating the Nintendo Wii Balance Board to Derive Reliable Center of Pressure Measures

The Nintendo Wii balance board (WBB) has generated significant interest in its application as a postural control measurement device in both the clinical and (basic, clinical, and rehabilitation) research domains. Although the WBB has been proposed as an alternative to the “gold standard” laboratory-...

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Autores principales: Leach, Julia M., Mancini, Martina, Peterka, Robert J., Hayes, Tamara L., Horak, Fay B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4239899/
https://www.ncbi.nlm.nih.gov/pubmed/25268919
http://dx.doi.org/10.3390/s141018244
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author Leach, Julia M.
Mancini, Martina
Peterka, Robert J.
Hayes, Tamara L.
Horak, Fay B.
author_facet Leach, Julia M.
Mancini, Martina
Peterka, Robert J.
Hayes, Tamara L.
Horak, Fay B.
author_sort Leach, Julia M.
collection PubMed
description The Nintendo Wii balance board (WBB) has generated significant interest in its application as a postural control measurement device in both the clinical and (basic, clinical, and rehabilitation) research domains. Although the WBB has been proposed as an alternative to the “gold standard” laboratory-grade force plate, additional research is necessary before the WBB can be considered a valid and reliable center of pressure (CoP) measurement device. In this study, we used the WBB and a laboratory-grade AMTI force plate (AFP) to simultaneously measure the CoP displacement of a controlled dynamic load, which has not been done before. A one-dimensional inverted pendulum was displaced at several different displacement angles and load heights to simulate a variety of postural sway amplitudes and frequencies (<1 Hz). Twelve WBBs were tested to address the issue of inter-device variability. There was a significant effect of sway amplitude, frequency, and direction on the WBB's CoP measurement error, with an increase in error as both sway amplitude and frequency increased and a significantly greater error in the mediolateral (ML) (compared to the anteroposterior (AP)) sway direction. There was no difference in error across the 12 WBB's, supporting low inter-device variability. A linear calibration procedure was then implemented to correct the WBB's CoP signals and reduce measurement error. There was a significant effect of calibration on the WBB's CoP signal accuracy, with a significant reduction in CoP measurement error (quantified by root-mean-squared error) from 2–6 mm (before calibration) to 0.5–2 mm (after calibration). WBB-based CoP signal calibration also significantly reduced the percent error in derived (time-domain) CoP sway measures, from −10.5% (before calibration) to −0.05% (after calibration) (percent errors averaged across all sway measures and in both sway directions). In this study, we characterized the WBB's CoP measurement error under controlled, dynamic conditions and implemented a linear calibration procedure for WBB CoP signals that is recommended to reduce CoP measurement error and provide more reliable estimates of time-domain CoP measures. Despite our promising results, additional work is necessary to understand how our findings translate to the clinical and rehabilitation research domains. Once the WBB's CoP measurement error is fully characterized in human postural sway (which differs from our simulated postural sway in both amplitude and frequency content), it may be used to measure CoP displacement in situations where lower accuracy and precision is acceptable.
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spelling pubmed-42398992014-11-21 Validating and Calibrating the Nintendo Wii Balance Board to Derive Reliable Center of Pressure Measures Leach, Julia M. Mancini, Martina Peterka, Robert J. Hayes, Tamara L. Horak, Fay B. Sensors (Basel) Article The Nintendo Wii balance board (WBB) has generated significant interest in its application as a postural control measurement device in both the clinical and (basic, clinical, and rehabilitation) research domains. Although the WBB has been proposed as an alternative to the “gold standard” laboratory-grade force plate, additional research is necessary before the WBB can be considered a valid and reliable center of pressure (CoP) measurement device. In this study, we used the WBB and a laboratory-grade AMTI force plate (AFP) to simultaneously measure the CoP displacement of a controlled dynamic load, which has not been done before. A one-dimensional inverted pendulum was displaced at several different displacement angles and load heights to simulate a variety of postural sway amplitudes and frequencies (<1 Hz). Twelve WBBs were tested to address the issue of inter-device variability. There was a significant effect of sway amplitude, frequency, and direction on the WBB's CoP measurement error, with an increase in error as both sway amplitude and frequency increased and a significantly greater error in the mediolateral (ML) (compared to the anteroposterior (AP)) sway direction. There was no difference in error across the 12 WBB's, supporting low inter-device variability. A linear calibration procedure was then implemented to correct the WBB's CoP signals and reduce measurement error. There was a significant effect of calibration on the WBB's CoP signal accuracy, with a significant reduction in CoP measurement error (quantified by root-mean-squared error) from 2–6 mm (before calibration) to 0.5–2 mm (after calibration). WBB-based CoP signal calibration also significantly reduced the percent error in derived (time-domain) CoP sway measures, from −10.5% (before calibration) to −0.05% (after calibration) (percent errors averaged across all sway measures and in both sway directions). In this study, we characterized the WBB's CoP measurement error under controlled, dynamic conditions and implemented a linear calibration procedure for WBB CoP signals that is recommended to reduce CoP measurement error and provide more reliable estimates of time-domain CoP measures. Despite our promising results, additional work is necessary to understand how our findings translate to the clinical and rehabilitation research domains. Once the WBB's CoP measurement error is fully characterized in human postural sway (which differs from our simulated postural sway in both amplitude and frequency content), it may be used to measure CoP displacement in situations where lower accuracy and precision is acceptable. MDPI 2014-09-29 /pmc/articles/PMC4239899/ /pubmed/25268919 http://dx.doi.org/10.3390/s141018244 Text en © 2014 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Leach, Julia M.
Mancini, Martina
Peterka, Robert J.
Hayes, Tamara L.
Horak, Fay B.
Validating and Calibrating the Nintendo Wii Balance Board to Derive Reliable Center of Pressure Measures
title Validating and Calibrating the Nintendo Wii Balance Board to Derive Reliable Center of Pressure Measures
title_full Validating and Calibrating the Nintendo Wii Balance Board to Derive Reliable Center of Pressure Measures
title_fullStr Validating and Calibrating the Nintendo Wii Balance Board to Derive Reliable Center of Pressure Measures
title_full_unstemmed Validating and Calibrating the Nintendo Wii Balance Board to Derive Reliable Center of Pressure Measures
title_short Validating and Calibrating the Nintendo Wii Balance Board to Derive Reliable Center of Pressure Measures
title_sort validating and calibrating the nintendo wii balance board to derive reliable center of pressure measures
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4239899/
https://www.ncbi.nlm.nih.gov/pubmed/25268919
http://dx.doi.org/10.3390/s141018244
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