Validity and Reliability of Thoracic-Mounted Inertial Measurement Units to Derive Gait Characteristics During Running

步态 可靠性(半导体) 步态分析 惯性参考系 物理医学与康复 惯性测量装置 有效性 可靠性工程 计算机科学 模拟 工程类 医学 数学 人工智能 统计 物理 心理测量学 量子力学 功率(物理)
作者
Benjamin J. Horsley,Paul J. Tofari,Shona L. Halson,Justin G. Kemp,Daniel Chalkley,Michael H. Cole,Rich D. Johnston,Stuart J. Cormack
出处
期刊:Journal of Strength and Conditioning Research [Lippincott Williams & Wilkins]
卷期号:38 (2): 274-282 被引量:2
标识
DOI:10.1519/jsc.0000000000004612
摘要

Abstract Horsley, BJ, Tofari, PJ, Halson, SL, Kemp, JG, Chalkley, D, Cole, MH, Johnston, RD, and Cormack, SJ. Validity and reliability of thoracic-mounted inertial measurement units to derive gait characteristics during running. J Strength Cond Res 38(2): 274–282, 2024—Inertial measurement units (IMUs) attached to the tibia or lumbar spine can be used to analyze running gait but, with team-sports, are often contained in global navigation satellite system (GNSS) units worn on the thoracic spine. We assessed the validity and reliability of thoracic-mounted IMUs to derive gait characteristics, including peak vertical ground reaction force (vGRF peak ) and vertical stiffness (K vert ). Sixteen recreationally active subjects performed 40 m run throughs at 3–4, 5–6, and 7–8 m·s −1 . Inertial measurement units were attached to the tibia, lumbar, and thoracic spine, whereas 2 GNSS units were also worn on the thoracic spine. Initial contact (IC) from a validated algorithm was evaluated with F1 score and agreement (mean difference ± SD ) of gait data with the tibia and lumbar spine using nonparametric limits of agreement (LoA). Test-retest error {coefficient of variation, CV (95% confidence interval [CI])} established reliability. Thoracic IMUs detected a nearly perfect proportion (F1 ≥ 0.95) of IC events compared with tibia and lumbar sites. Step length had the strongest agreement (0 ± 0.04 m) at 3–4 m·s −1 , whereas contact time improved from 3 to 4 (−0.028 ± 0.018 second) to 7–8 m·s −1 (−0.004 ± 0.013 second). All values for K vert fell within the LoA at 7–8 m·s −1 . Test-retest error was ≤12.8% for all gait characteristics obtained from GNSS units, where K vert was most reliable at 3–4 m·s −1 (6.8% [5.2, 9.6]) and vGRF peak at 7–8 m·s −1 (3.7% [2.5, 5.2]). The thoracic-spine site is suitable to derive gait characteristics, including K vert , from IMUs within GNSS units, eliminating the need for additional sensors to analyze running gait.
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