A Comprehensive Comparison and Validation of Published Methods to Detect Turn Switch during Alpine Skiing

The instant of turn switch (TS) in alpine skiing has been assessed with a variety of sensors and TS concepts. Despite many published methodologies, it is unclear which is best or how comparable they are. This study aimed to facilitate the process of choosing a TS method by evaluating the accuracy an...

Full description

Bibliographic Details
Main Authors: Aaron Martínez, Cory Snyder, Stephanie R. Moore, Thomas Stöggl
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/7/2573
_version_ 1797538582520397824
author Aaron Martínez
Cory Snyder
Stephanie R. Moore
Thomas Stöggl
author_facet Aaron Martínez
Cory Snyder
Stephanie R. Moore
Thomas Stöggl
author_sort Aaron Martínez
collection DOAJ
description The instant of turn switch (TS) in alpine skiing has been assessed with a variety of sensors and TS concepts. Despite many published methodologies, it is unclear which is best or how comparable they are. This study aimed to facilitate the process of choosing a TS method by evaluating the accuracy and precision of the methodologies previously used in literature and to assess the influence of the sensor type. Optoelectronic motion capture, inertial measurement units, pressure insoles, portable force plates, and electromyography signals were recorded during indoor treadmill skiing. All TS methodologies were replicated as stated in their respective publications. The method proposed by Supej assessed with optoelectronic motion capture was used as a comparison reference. TS time differences between the reference and each methodology were used to assess accuracy and precision. All the methods analyzed showed an accuracy within 0.25 s, and ten of them within 0.05 s. The precision ranged from ~0.10 s to ~0.60 s. The TS methodologies with the best performance (accuracy and precision) were Klous Video, Spörri PI (pressure insoles), Martinez CTD (connected boot), and Yamagiwa IMU (inertial measurement unit). In the future, the specific TS methodology should be chosen with respect to sensor selection, performance, and intended purpose.
first_indexed 2024-03-10T12:33:29Z
format Article
id doaj.art-0735b6cb52ea465cb6d3c370a76be36d
institution Directory Open Access Journal
issn 1424-8220
language English
last_indexed 2024-03-10T12:33:29Z
publishDate 2021-04-01
publisher MDPI AG
record_format Article
series Sensors
spelling doaj.art-0735b6cb52ea465cb6d3c370a76be36d2023-11-21T14:26:09ZengMDPI AGSensors1424-82202021-04-01217257310.3390/s21072573A Comprehensive Comparison and Validation of Published Methods to Detect Turn Switch during Alpine SkiingAaron Martínez0Cory Snyder1Stephanie R. Moore2Thomas Stöggl3Department of Sport and Exercise Science, University of Salzburg, Schlossallee 49, 5400 Hallein/Rif, AustriaDepartment of Sport and Exercise Science, University of Salzburg, Schlossallee 49, 5400 Hallein/Rif, AustriaDepartment of Sport and Exercise Science, University of Salzburg, Schlossallee 49, 5400 Hallein/Rif, AustriaDepartment of Sport and Exercise Science, University of Salzburg, Schlossallee 49, 5400 Hallein/Rif, AustriaThe instant of turn switch (TS) in alpine skiing has been assessed with a variety of sensors and TS concepts. Despite many published methodologies, it is unclear which is best or how comparable they are. This study aimed to facilitate the process of choosing a TS method by evaluating the accuracy and precision of the methodologies previously used in literature and to assess the influence of the sensor type. Optoelectronic motion capture, inertial measurement units, pressure insoles, portable force plates, and electromyography signals were recorded during indoor treadmill skiing. All TS methodologies were replicated as stated in their respective publications. The method proposed by Supej assessed with optoelectronic motion capture was used as a comparison reference. TS time differences between the reference and each methodology were used to assess accuracy and precision. All the methods analyzed showed an accuracy within 0.25 s, and ten of them within 0.05 s. The precision ranged from ~0.10 s to ~0.60 s. The TS methodologies with the best performance (accuracy and precision) were Klous Video, Spörri PI (pressure insoles), Martinez CTD (connected boot), and Yamagiwa IMU (inertial measurement unit). In the future, the specific TS methodology should be chosen with respect to sensor selection, performance, and intended purpose.https://www.mdpi.com/1424-8220/21/7/2573accuracyforce plateIMUmotion capturepressure insoleprecision
spellingShingle Aaron Martínez
Cory Snyder
Stephanie R. Moore
Thomas Stöggl
A Comprehensive Comparison and Validation of Published Methods to Detect Turn Switch during Alpine Skiing
Sensors
accuracy
force plate
IMU
motion capture
pressure insole
precision
title A Comprehensive Comparison and Validation of Published Methods to Detect Turn Switch during Alpine Skiing
title_full A Comprehensive Comparison and Validation of Published Methods to Detect Turn Switch during Alpine Skiing
title_fullStr A Comprehensive Comparison and Validation of Published Methods to Detect Turn Switch during Alpine Skiing
title_full_unstemmed A Comprehensive Comparison and Validation of Published Methods to Detect Turn Switch during Alpine Skiing
title_short A Comprehensive Comparison and Validation of Published Methods to Detect Turn Switch during Alpine Skiing
title_sort comprehensive comparison and validation of published methods to detect turn switch during alpine skiing
topic accuracy
force plate
IMU
motion capture
pressure insole
precision
url https://www.mdpi.com/1424-8220/21/7/2573
work_keys_str_mv AT aaronmartinez acomprehensivecomparisonandvalidationofpublishedmethodstodetectturnswitchduringalpineskiing
AT corysnyder acomprehensivecomparisonandvalidationofpublishedmethodstodetectturnswitchduringalpineskiing
AT stephaniermoore acomprehensivecomparisonandvalidationofpublishedmethodstodetectturnswitchduringalpineskiing
AT thomasstoggl acomprehensivecomparisonandvalidationofpublishedmethodstodetectturnswitchduringalpineskiing
AT aaronmartinez comprehensivecomparisonandvalidationofpublishedmethodstodetectturnswitchduringalpineskiing
AT corysnyder comprehensivecomparisonandvalidationofpublishedmethodstodetectturnswitchduringalpineskiing
AT stephaniermoore comprehensivecomparisonandvalidationofpublishedmethodstodetectturnswitchduringalpineskiing
AT thomasstoggl comprehensivecomparisonandvalidationofpublishedmethodstodetectturnswitchduringalpineskiing