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Quantitative analysis of angular momentum generation in the triple loop in figure skating. 花样滑冰三圈中角动量产生的定量分析。
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-18 DOI: 10.1080/14763141.2025.2586761
Maral-Erdene Gansukh, Yuka Ando, Shinji Sakurai

Whole-body Angular momentum (AM) is a key factor for jump execution and landing stability in figure skating. However, its generation mechanism in the triple loop (T-LP) remain underexplored. The aim of this study was to address this gap by analysing the segmental contributions to angular momentum generation. Ten female skaters performed the T-LP while undergoing three-dimensional motion analysis. Although the AM increased first due to the contribution of the upper limbs during the glide phase, the AM of the lower limbs increased more significantly during the transition phase, with a particularly notable contribution from the non-supporting leg. A slight reduction in AM was observed during the Pivot phase just before take-off. These findings suggest that, unlike off-ice jumps where AM is typically generated by the arms and trunk, T-LP on ice involves a different strategy. Furthermore, no significant correlation was found between AM at take-off and key jump performance parameter such as jump height, rotational velocity, or flight time. This suggests that optimal jump execution requires coordinated integration of other biomechanical factors, including take-off mechanics and aerial posture control. These insights may aid in refining training strategies and optimising jump mechanics in figure skating.

全身角动量(AM)是影响花样滑冰起跳执行和落地稳定性的关键因素。然而,其在三环(T-LP)中的产生机制尚不清楚。本研究的目的是通过分析节段对角动量产生的贡献来解决这一差距。10名女滑冰运动员在进行三维运动分析时进行了T-LP。虽然在滑行阶段,由于上肢的贡献,AM首先增加,但在过渡阶段,下肢AM的增加更为显著,其中非支撑腿的贡献尤为显著。在起飞前的枢轴阶段,观察到AM略有减少。这些发现表明,与通常由手臂和躯干产生AM的冰上跳跃不同,冰上的T-LP涉及不同的策略。此外,起飞时的AM与起跳高度、旋转速度或飞行时间等关键起跳性能参数之间没有显著相关。这表明,最佳的跳跃执行需要协调整合其他生物力学因素,包括起飞力学和空中姿势控制。这些见解可能有助于改进训练策略和优化花样滑冰的跳跃机制。
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引用次数: 0
Ground reaction forces and free moment using neutral, motion control, and minimalist shoes in forefoot runner females. 地面反作用力和自由力矩使用中性,运动控制,和极简鞋的前足跑女。
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-14 DOI: 10.1080/14763141.2025.2585281
Fatemeh Salari-Esker, Hamed Esmaeili, Annahita Azmoon

Despite advances in footwear industry, running related injuries (RRI) rate is high in female runners. Selection of proper shoe is a big challenge for runners. We aimed to compare the effects of running-induced fatigue on ground reaction forces and free moments while using neutral (N-Shoes), motion control (MC-Shoes), and minimalist shoes (M-Shoes) in forefoot runner females. Twenty recreational female forefoot runners completed fatiguing treadmill running protocol using M-Shoes, MC-Shoes and N-Shoes in three separated sessions. Participants ran on a runway at 3.3 m/s before and after fatiguing protocol in each session. Using N-shoes increased peak lateral force, peak braking force, peak propulsive force, peak vertical force, peak positive free moment, peak negative free moment, load rate, medio-lateral impulse, antero-posterior impulse and vertical impulse. Using MC-shoes, increased peak vertical and peak braking forces and vertical impulse, and decreased peak lateral force and peak negative and positive free moments. While, using M-shoes increased peak braking forces. Minimalist shoes maintain pre-fatigue ground reaction forces and free moments during fatigued running compared to neutral and motion control shoes in female forefoot runners. Using minimalist shoes is recommended to decrease exacerbated running-induced fatigue effects in forefoot runner females.

尽管鞋业发展迅速,但女性跑步者的跑步相关伤害(RRI)发生率仍然很高。选择合适的鞋对跑步者来说是一个很大的挑战。我们的目的是比较在使用中性鞋(n -鞋)、运动控制鞋(mc -鞋)和极简鞋(m -鞋)的女性前足跑者中,跑步引起的疲劳对地面反作用力和自由力矩的影响。20名休闲女性前足跑步者分别使用M-Shoes、MC-Shoes和N-Shoes完成疲劳跑步机跑步方案。在疲劳训练前后,参与者以3.3米/秒的速度在跑道上跑步。使用n型鞋增加了峰值侧向力、峰值制动力、峰值推进力、峰值垂直力、峰值正自由力矩、峰值负自由力矩、负荷率、中侧向冲量、前后侧向冲量和垂直冲量。使用mc鞋,增加了峰值垂直制动力和峰值垂直冲量,降低了峰值横向力和峰值负自由力矩和正自由力矩。而使用m型鞋增加了峰值制动力。与中性鞋和运动控制鞋相比,极简鞋在疲劳跑步时保持疲劳前的地面反作用力和自由时刻。建议使用极简跑鞋来减少女性前足跑者因跑步引起的疲劳效应。
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引用次数: 0
Including visual criteria into predictive simulation of acrobatics to enhance the realism of optimal techniques. 在杂技预测模拟中加入视觉标准,增强最佳技术的真实感。
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-12 DOI: 10.1080/14763141.2025.2577924
Eve Charbonneau, Thomas Romeas, Annie Ross, Mickaël Begon

Although trampolinists rely heavily on visual cues, visual criteria have not been introduced into predictive simulations yet. We aimed to introduce visual criteria into predictive simulations of the backward somersault with a twist and the double backward somersault in pike position including 1½ twists in the first somersault and ½ twist in the second somersault to generate innovative and safe optimal acrobatic techniques. A gradient of different weightings, ranging from none to large visual weights, was tested to find a good compromise between visual vs kinematics objectives. Four international coaches and two international judges assessed animations of the optimal techniques and of an elite athlete's technique, providing insights into the acceptability of the optimal techniques. For the most complex acrobatics, coaches found all optimal techniques more efficient for aerial twist creation. However, they perceived them as less safe, less realistic, similarly aesthetic, and similarly appropriate for visual information intake compared with the athlete's technique. Judges assigned fewer deductions to the simulated techniques than to the athlete's performance. The optimal techniques with visual criteria were more similar to the athlete's technique, highlighting the importance of including visual criteria into the optimisation of acrobatics to create innovative techniques that athletes will be able to use.

尽管蹦床运动员在很大程度上依赖于视觉线索,但视觉标准尚未被引入预测模拟。我们的目的是将视觉标准引入到预测模拟的后空翻和双后空翻,包括第一个空翻1½转和第二次空翻1½转,以产生创新和安全的最佳杂技技术。不同权重的梯度,从没有到大的视觉权重,进行了测试,以找到视觉与运动学目标之间的良好妥协。四名国际教练和两名国际裁判评估了最佳技术和一名优秀运动员技术的动画,提供了对最佳技术可接受性的见解。对于最复杂的杂技,教练发现所有的最佳技术都更有效地创造空中扭转。然而,与运动员的技术相比,他们认为这些技术不太安全,不太真实,同样美观,同样适合视觉信息的摄入。裁判对模拟技术的扣减比对运动员表现的扣减要少。具有视觉标准的最佳技术与运动员的技术更相似,突出了将视觉标准纳入杂技优化中的重要性,以创造运动员能够使用的创新技术。
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引用次数: 0
Relationship between 3D lower-limb kinematics and foot propulsive force during breaststroke kicking. 蛙泳踢腿过程中下肢三维运动学与足部推进力的关系。
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-10 DOI: 10.1080/14763141.2025.2580379
Daiki Koga, Takaaki Tsunokawa, Eisuke Kawai, Yusaku Nakazono, Yasuo Sengoku, Hideki Takagi

In breaststroke, leg kick propulsion plays a major role in swimming velocity; however, the relationship between propulsive force and its kinematics remains underexplored. This study aimed to identify leg movements that enhance foot propulsive force. Fourteen male swimmers performed 10 seconds of maximal-effort breaststroke kicks while holding a board with their upper limbs in a swimming flume. Leg kinematics and foot propulsive force were measured using a motion-capture system and eight pressure sensors on the left foot. During the knee extension phase, foot propulsive force correlated significantly with hip adduction/abduction range of motion (ROM) (r = -0.57), ankle plantar/dorsiflexion ROM (r = 0.59), mean plantar/dorsiflexion angular velocity (r = 0.56), peak knee extension angular velocity (r = -0.54), and peak ankle plantar flexion angular velocity (r = 0.59). In the insweep phase, foot propulsive force correlated significantly with foot resultant speed (r = 0.89), foot forward-backward velocity (r = 0.79), and foot vertical velocity (r = 0.71). This study suggests that during the knee extension phase, adjustments in ROM and increases in angular velocity of lower limb joints are associated with greater foot propulsive force, while higher foot velocity is associated with increased propulsive force during the insweep phase.

在蛙泳中,腿蹬推进力对游泳速度起主要作用;然而,推进力与其运动学之间的关系仍未得到充分的研究。这项研究的目的是确定腿部运动,提高足推进力。14名男子游泳运动员在游泳水槽中用上肢举着一块板,进行了10秒的最大努力蛙泳踢腿。使用运动捕捉系统和左脚上的八个压力传感器测量腿部运动学和足部推进力。在膝关节伸展阶段,足部推进力与髋关节内收/外展活动范围(ROM) (r = -0.57)、足底/背屈关节活动度(r = 0.59)、足底/背屈关节平均角速度(r = 0.56)、膝关节伸展峰值角速度(r = -0.54)和足底弯曲峰值角速度(r = 0.59)显著相关。在内扫阶段,足部推进力与足部合成速度(r = 0.89)、足部前后速度(r = 0.79)和足部垂直速度(r = 0.71)显著相关。这项研究表明,在膝关节伸展阶段,ROM的调整和下肢关节角速度的增加与更大的足部推进力有关,而在膝关节内伸阶段,更高的足部速度与更大的推进力有关。
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引用次数: 0
Reducing lumbar spine loading in Russian bar porters: a case study. 减少腰椎负荷在俄罗斯酒吧搬运工:一个案例研究。
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-04 DOI: 10.1080/14763141.2025.2578348
Marion Cossin, Pierre Schmidt, Flavie Gilet, Gerald Parent, Anne-Laure Menard, Yves Mathieu, Eric Wagnac

The Russian bar is an acrobatic circus discipline characterised by dynamic loading on a single shoulder, posing a risk for back injuries. The aim of this case study was to quantify and compare lumbar spine loads in porters using a novel symmetrical design and the traditional asymmetrical bar. Two male porters and one female flyer performed a series of candle jumps, saltos, and consecutive jumps using both bar designs. Motion capture, electromyography, and musculoskeletal modelling in OpenSim were used to quantify L4-L5 intervertebral forces and moments. Statistical comparisons were conducted using a multifactorial analysis of variance (ANOVA). The results showed that the symmetrical bar significantly reduced lumbar spine bending moments (2.1 times lower) and shear forces (2.2 times lower) compared to the traditional bar, with no significant differences in shoulder forces. Shoulder forces did not differ significantly between bar types, suggesting that the flyer's performance, particularly jump height, was not substantially affected by the change in bar design. This novel symmetric bar design may enhance the safety and carrier of Russian bar porters. Future research should investigate the long-term effects of this design and its impact on performance adaptation.

俄罗斯酒吧是一种杂技表演,其特点是单肩承受动态负荷,有背部受伤的风险。本案例研究的目的是量化和比较使用新颖对称设计和传统不对称杆的搬运工腰椎负荷。两名男搬运工和一名女飞行员使用两种酒吧设计进行了一系列的蜡烛跳跃、起跳和连续跳跃。使用OpenSim中的运动捕捉、肌电图和肌肉骨骼建模来量化L4-L5椎间力和力矩。采用多因子方差分析(ANOVA)进行统计比较。结果表明,与传统杆相比,对称杆可显著降低腰椎弯矩(降低2.1倍)和剪切力(降低2.2倍),肩关节受力无显著差异。肩力在不同类型的杆之间没有显著差异,这表明飞行者的表现,特别是跳跃高度,并没有受到杆设计变化的实质性影响。这种新颖的对称酒吧设计可以提高俄罗斯酒吧搬运工的安全性和运载能力。未来的研究应该调查这种设计的长期影响及其对性能适应的影响。
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引用次数: 0
Effect of forefoot strike and toe-out running on knee contact forces: a musculoskeletal modelling-based study. 前脚打击和脚趾外跑对膝盖接触力的影响:基于肌肉骨骼模型的研究。
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-03 DOI: 10.1080/14763141.2025.2573127
R S S Subasinghe Arachchige, G P Y Szeto, C F Du, C M Hung, C H Ko, C W Lau, C H Ngai, A L C Wong, R Kwan, M Sreenivasa, R T H Cheung

Knee osteoarthritis (OA) is a common degenerative joint condition with significant public health implications. Modifying running biomechanics is a potential strategy to reduce knee joint loading and support long-term maintenance of physical activity in individuals with knee OA. This study investigated the effects of running modifications on knee contact force (KCF) between natural running, forefoot striking (FFS), and toe-out running. Ten healthy participants performed three trials of 20-m overground running for each condition. KCF were estimated using an OpenSim-based musculoskeletal model, and differences across conditions were evaluated using a one-way repeated measures ANOVA. In early stance, toe-out running exhibited higher medial-lateral KCF compared to both natural running (p = 0.017, Cohen's d = 0.92) and FFS (p = 0.003, Cohen's d = 1.28). In late stance, both FFS (p = 0.039, Cohen's d = 0.76) and toe-out (p = 0.011, Cohen's d = 1.01) running exhibited increased medial-lateral KCF relative to natural running. Additionally, FFS generated significantly higher vertical KCF than both natural (p < 0.001, Cohen's d = 2.32) and toe-out running (p < 0.001, Cohen's d = 1.70). Running modifications involving toe-out or FFS resulted in increased KCF, particularly in the medial-lateral direction. These findings suggest such modifications may not effectively reduce joint loading and should be approached with caution in individuals with knee OA.

膝骨关节炎(OA)是一种常见的退行性关节疾病,具有重要的公共卫生意义。修改跑步生物力学是减少膝关节负荷和支持膝关节OA患者长期维持体力活动的潜在策略。本研究调查了自然跑步、前脚掌撞击和脚趾外蹬跑步对膝关节接触力(KCF)的影响。10名健康的参与者在每种情况下进行了三次20米越野跑试验。使用基于opensim的肌肉骨骼模型估计KCF,并使用单向重复测量方差分析评估不同条件下的差异。在站立早期,与自然跑步(p = 0.017, Cohen’s d = 0.92)和FFS跑步(p = 0.003, Cohen’s d = 1.28)相比,脚趾向外跑表现出更高的中外侧KCF。在站立后期,与自然跑步相比,FFS跑(p = 0.039, Cohen’s d = 0.76)和脚趾向外跑(p = 0.011, Cohen’s d = 1.01)均表现出内侧-外侧KCF的增加。此外,FFS产生的垂直KCF显著高于自然(p d = 2.32)和脚趾外跑(p d = 1.70)。包括脚趾外翻或FFS在内的操作修改导致KCF增加,特别是在中外侧方向。这些研究结果表明,这种改变可能不能有效地减少关节负荷,对于膝关节OA患者应谨慎对待。
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引用次数: 0
Iliotibial band strain while running around a curve. 髂胫束在绕弯跑时拉伤。
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-03 DOI: 10.1080/14763141.2025.2573132
Holly A Schmitz, Jeff Mettler, Timothy R Derrick

The iliotibial band (ITB) stabilises the hip and knee joints during running, but excessive strain can lead to iliotibial band syndrome (ITBS), a common overuse injury in runners. This study aimed to determine if running around a curve influences ITB strain using a musculoskeletal model with active and passive ITB strands. Sixteen runners completed trials running straight and around a curve, with kinematic and ground reaction force data collected. An ITB model incorporating gluteus maximus and tensor fascia latae muscles, along with a passive strand, was used. Peak strain values during the stance phase were averaged across subjects. Results indicated no significant peak strain differences in active muscle strands between conditions. However, the peak passive strand strain was significantly higher with the leg on the inside of the curve (4.69%) compared to the outside curve condition (4.49%) (p = .009, η2 = 0.454), but not significantly different from the straight path condition. When running around a curve, this may put the inside leg at a higher risk of developing ITBS when compared to the outside leg. Further research is needed to explore the long-term effects of curved running on ITB strain and potential injury prevention strategies.

髂胫束(ITB)在跑步过程中稳定髋关节和膝关节,但过度劳损可能导致髂胫束综合征(ITBS),这是跑步者中常见的过度使用损伤。这项研究的目的是确定是否绕着曲线跑步影响ITB张力使用肌肉骨骼模型与主动和被动ITB股。16名跑步者完成了直线跑和绕曲线跑的试验,并收集了运动学和地面反作用力的数据。采用包含臀大肌和阔筋膜张肌以及被动股的ITB模型。在站立阶段的峰值应变值在受试者之间平均。结果表明,在不同的条件下,活动肌束的峰值应变没有显著差异。然而,腿在曲线内侧的被动链应变峰值(4.69%)明显高于曲线外侧条件(4.49%)(p =。009, η2 = 0.454),但与直线条件无显著差异。当绕着弯道跑步时,与外侧腿相比,内侧腿患ITBS的风险更高。弯曲跑对ITB劳损的长期影响和潜在的损伤预防策略需要进一步的研究。
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引用次数: 0
Effects of running-induced fatigue on joint kinematics and kinetics during overground running: a systematic review and meta-analysis. 跑步引起的疲劳对地面跑步时关节运动学和动力学的影响:系统回顾和荟萃分析。
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-01 Epub Date: 2024-05-16 DOI: 10.1080/14763141.2024.2353390
Danielle Trowell, Claire Kenneally-Dabrowski, Jason Bonacci

This study evaluated the acute fatigue-inducing effect of distance running on kinematics and kinetics during overground running. Standardised mean differences (SMD) with 95% confidence intervals (95% CI) were used to pool data across 16 studies. Effects during consistent (pre- and post-fatigue running speed within ± 5%) versus varied speed running (difference of >5% between running speeds) were analysed separately. There was strong evidence that running-induced fatigue significantly increases ground contact times at consistent running speeds (SMD 0.52 [95% CI 0.22, 0.82]) and moderate evidence that step length shortens at varied running speeds (SMD -1.27 [95% CI -1.79, -0.75]). There was strong evidence that fatigue does not change peak: hip and knee flexion angles, hip adduction angle, hip and knee internal rotation angles, hip and knee extension moments, hip and knee abduction moments, knee abduction angle, knee flexion and extension moments, knee adduction moment, rearfoot eversion angle, and plantarflexion moments, or knee flexion and plantarflexion range of motion during stance. Running-induced fatigue increases contact times and reduces step length, whereas lower-body joint angles and moments are unchanged. Minimising changes in stride parameters could provide a mechanism for reducing the effects of fatigue on running performance.

本研究评估了长跑对地面跑步过程中运动学和动力学的急性疲劳诱导效应。16 项研究的数据均采用标准化平均差 (SMD) 和 95% 置信区间 (95% CI)。分别分析了一致跑(疲劳前和疲劳后的跑步速度在± 5%以内)和变速跑(不同跑步速度之间的差异大于 5%)时的效果。有强有力的证据表明,在一致的跑步速度下,跑步引起的疲劳会显著增加地面接触时间(SMD 0.52 [95% CI 0.22, 0.82]);有中等程度的证据表明,在不同的跑步速度下,步长会缩短(SMD -1.27 [95% CI -1.79, -0.75])。有强有力的证据表明,疲劳不会改变以下峰值:髋关节和膝关节屈曲角、髋关节内收角、髋关节和膝关节内旋角、髋关节和膝关节伸展力矩、髋关节和膝关节外展力矩、膝关节内收角、膝关节屈伸力矩、膝关节内收力矩、后足外翻角和跖屈力矩,或站立时膝关节屈曲和跖屈的运动范围。跑步引起的疲劳会增加接触时间并缩短步长,而下半身关节角度和力矩则保持不变。尽量减少步幅参数的变化可以提供一种机制,减少疲劳对跑步表现的影响。
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引用次数: 0
Comparison of ground reaction force among stride types in baseball pitching. 棒球投球中不同步法的地面反作用力比较。
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-01 Epub Date: 2024-02-19 DOI: 10.1080/14763141.2024.2315241
Shu-Wei Chen, Wen-Tzu Tang, Jung-Tang Kung, Tsung-Ying Hung, Wei-Hsuan Lin, Yu-Lin Chen, Daniel J Burgee

This study aims to investigate the different ground reaction force (GRF) characteristics from different stride types. This study included 30 Taiwanese elite college and professional baseball pitchers. Each pitcher was classified into one of the following stride types: tall and fall (TF), dip and drive (DD), or mixed (MX). Our findings indicated that DD pitchers pressed their bodies forward earlier than TF pitchers. In contrast, the GRF of the pivot leg of TF pitchers increased slowly in the first half of the stride phase and continued to increase even after the stride leg touched the ground. This type of continuous pressing in TF was different from that in DD and MX pitchers, which decreased rapidly into the arm-cocking & acceleration phases. We conclude that the lower extremities were used differently by TF, DD and MX pitchers. This information could serve as a training guideline for coaches and pitchers to enhance training effectiveness, while simultaneously lowering injury risks.

本研究旨在调查不同跨步类型所产生的不同地面反作用力(GRF)特征。研究对象包括 30 名台湾精英大学和职业棒球投手。每位投手都被分为以下几种跨步类型:"高而落"(TF)、"低而驱动"(DD)或 "混合"(MX)。我们的研究结果表明,DD 型投手比 TF 型投手更早地将身体向前压。相反,TF 型投球手的支点腿 GRF 在跨步阶段的前半部分缓慢增加,甚至在跨步腿触地后仍在继续增加。TF 型投手的这种持续压迫与 DD 型和 MX 型投手不同,后者的压迫在手臂锁定和加速阶段迅速降低。我们的结论是,TF、DD 和 MX 投手对下肢的使用方式不同。这些信息可作为教练和投手的训练指导,以提高训练效果,同时降低受伤风险。
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引用次数: 0
Can an inertial measurement unit, combined with machine learning, accurately measure ground reaction forces in cricket fast bowling? 惯性测量单元与机器学习相结合,能否准确测量板球快速保龄球中的地面反作用力?
IF 2 3区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-01 Epub Date: 2023-11-09 DOI: 10.1080/14763141.2023.2275251
Joseph W McGrath, Jonathon Neville, Tom Stewart, Matt Lamb, Peter Alway, Mark King, John Cronin

This study examined whether an inertial measurement unit (IMU) could measure ground reaction force (GRF) during a cricket fast bowling delivery. Eighteen male fast bowlers had IMUs attached to their upper back and bowling wrist. Each participant bowled 36 deliveries, split into three different intensity zones: low = 70% of maximum perceived bowling effort, medium = 85%, and high = 100%. A force plate was embedded into the bowling crease to measure the ground truth GRF. Three machine learning models were used to estimate GRF from the IMU data. The best results from all models showed a mean absolute percentage error of 22.1% body weights (BW) for vertical and horizontal peak force, 24.1% for vertical impulse, 32.6% and 33.6% for vertical and horizontal loading rates, respectively. The linear support vector machine model had the most consistent results. Although results were similar to other papers that have estimated GRF, the error would likely prevent its use in individual monitoring. However, due to the large differences in raw GRFs between participants, researchers may be able to help identify links among GRF, injury, and performance by categorising values into levels (i.e., low and high).

这项研究考察了惯性测量单元(IMU)是否可以在板球快速保龄球比赛中测量地面反作用力(GRF)。18名男性快速投球手的上背部和投球手腕都安装了IMU。每位参与者投出36次投球,分为三个不同的强度区:低 = 保龄球最大感知力的70%,中等 = 85%,且较高 = 100%。一块力板被嵌入保龄球折痕中,以测量地面实况GRF。使用三个机器学习模型从IMU数据中估计GRF。所有模型的最佳结果显示,垂直和水平峰值力的平均绝对百分比误差分别为22.1%、24.1%、32.6%和33.6%。线性支持向量机模型具有最一致的结果。尽管结果与其他估计GRF的论文相似,但该错误可能会阻止其在个人监测中的使用。然而,由于参与者之间原始GRF的巨大差异,研究人员可能能够通过将值分为级别(即低和高)来帮助识别GRF、损伤和表现之间的联系。
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引用次数: 0
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Sports Biomechanics
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