The Validity and Reliability of a Global Navigation Satellite System in Canoe Slalom

P. W. Macdermid, A.J.H.W. Coppelmans, Darryl Cochrane
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Abstract

This study investigates the usefulness of a 10 Hz GPS device for tracking scalar performance in canoe slalom through assessing the validity of automated-informed-aerial video tracking (30 fps and 10 fps) and GPS capability in relation to a known track. Additionally, a real-world (canoe-slalom). A comparison between manual-aerial video tracking (10 fps) and the 10 Hz GPS was performed. All three methods of tracking used during the dry-land test (30 fps or 10 fps video and GPS) reported significantly lower distances (−3.2, −5.1 and −8.5%, p < 0.0001) but were deemed useful based on sample rate and body positioning difference. Intra-method reliability was good (CV = 2.5−2.6%) but requires visual inspection for dataset errors. Informed-colour filtered automated tracking on-water was not possible, but manual tracking provided fewer dataset errors than dry-land automated tracking. GPS significantly (p < 0.0001) under reports distance travelled at key moments during real-world slalom with a bias ± SD of 2.26 ± 2.07 m compared to 10 fps manual-aerial video tracking. The aerial video combined with manual tracking proved most suitable for tracking canoe slalom athlete trajectory in a real-world setting but needs to be automated into an application-based package to make it useable for coaches. GPS, as presented, provides insight but does not accurately quantify movements critical in determining the performance of canoe slalom.
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独木舟激流回转全球卫星导航系统的有效性和可靠性
本研究通过评估自动知情空中视频跟踪(30 fps和10 fps)的有效性以及与已知轨迹相关的GPS能力,调查了10hz GPS设备在独木舟激流回旋中跟踪标量性能的实用性。此外,一个现实世界(独木舟激流回旋)。对手动航拍视频跟踪(10fps)和10hz GPS进行了比较。在旱地测试中使用的所有三种跟踪方法(30 fps或10 fps视频和GPS)报告的距离明显较低(- 3.2,- 5.1和- 8.5%,p < 0.0001),但基于采样率和身体定位差异被认为是有用的。方法内信度良好(CV = 2.5−2.6%),但需要对数据集错误进行目视检查。信息颜色过滤的水上自动跟踪是不可能的,但人工跟踪提供的数据集错误比陆地自动跟踪少。与10帧/秒的手动航拍视频跟踪相比,GPS在报告现实世界障碍赛中关键时刻行进距离时的偏差±SD为2.26±2.07 m,显著(p < 0.0001)。事实证明,航拍视频与手动跟踪相结合,最适合在现实环境中跟踪独木舟激流回旋运动员的轨迹,但需要将其自动化到基于应用程序的软件包中,以使其可供教练使用。GPS,如所提出的,提供了洞察力,但不能准确地量化运动至关重要的决定独木舟激流回旋的表现。
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