movement variability

运动变异性
  • 文章类型: Journal Article
    提高传球准确性是足球比赛成功的重要决定因素。它需要复杂的行为和皮质动力学的有效相互作用。探索在稳定的环境中维持准确的传球行为的能力的差异以及在不同的专业知识水平下相关的皮质动力学可以提供对有助于提高足球准确性的熟练策略的洞察力。这项研究的目的是比较新手和有经验的足球运动员在短距离传球过程中传球生物力学的试验性和相应的皮质动力学。30名参与者(15名新手,15名足球运动员)进行了90次短距离传球。传球生物力学的试验间变异性(足部加速度,髋关节屈曲范围,膝关节屈曲和脚旋转)通过多尺度熵评估。通过源衍生的事件相关光谱扰动分析了与任务相关的皮层动力学。经验丰富的玩家在多个时间尺度上表现出更高的准确性和总体较低的熵值,这对于髋关节屈曲很重要。脑电图数据显示,在连续的过程中,枕骨α去同步和额叶θ同步的组差异。目前的研究结果表明,有经验的足球运动员可能会表现出熟练的招募和保留传球生物力学的能力,从而提高准确性,而新手可能表现出具有较高空间变异性的探索行为。这种差异可能与通过足球专业知识获得的独特的视觉空间和注意力策略有关。我们的研究提供了对足球中具有出色准确性的专业知识特定行为和皮层动力学的见解,并为其在丰富环境中的前瞻性研究奠定了基础。
    Improved pass accuracy is a prominent determinant of success in football. It demands an effective interaction of complex behavioral and cortical dynamics. Exploring differences in the ability to sustain an accurate pass behavior in a stable setting and the associated cortical dynamics at different expertise levels may provide an insight into skilled strategies contributing to superior accuracy in football. The aim of this study is to compare trial-to-trial variability of pass biomechanics and the corresponding cortical dynamics during short-distance passes between novices and experienced football players. Thirty participants (15 novices, 15 football players) performed 90 short-distance passes. The intertrial variability of pass biomechanics (foot acceleration, range of hip flexion, knee flexion and foot rotation) was assessed by means of multiscale entropy. The task-related cortical dynamics were analyzed via source-derived event-related spectral perturbations. Experienced players demonstrated higher accuracy and overall lower entropy values across multiple time scales which was significant for hip flexion. The electroencephalography data revealed group differences in parieto-occipital alpha desynchronization and frontal theta synchronization in successive phases of passes. The current findings suggest that experienced football players may show a skilled ability to recruit and retain pass biomechanics promoting higher accuracy, whereas novices may show an explorative behavior with higher spatial variability. This difference may be associated with distinctive visuospatial and attentional strategies acquired with expertise in football. Our study provides an insight into expertise-specific behavioral and cortical dynamics of superior accuracy in football and a basis for its prospective investigation in enriched contexts.
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  • 文章类型: Journal Article
    这项研究旨在通过识别技术中风特征来描述短跑前爬行过程中的生物力学能力,根据性能水平。91位配备了骶骨磨损的IMU的世界级游泳者的娱乐活动全力以赴25m。使用功能双分区模型对循环内和循环间的3D运动变化进行了聚类。根据(1)使用连续可视化和离散特征(标准偏差和冲击成本)的游泳技术和(2)分别使用单向ANOVA和卡方检验以及Gamma统计量来分析聚类。游泳者显示了周期内(光滑和生涩)和周期间中风调节的特定技术特征(低,中等和高可重复性)通过速度(p<0.001,η2=0.62)和性能口径(p<0.001,V=0.53)显着区分。我们表明,结合高水平的两种变异性(生涩低重复性)与最高速度(1.86±0.12m/s)和竞争口径(=0.75,p<0.001)有关。它强调了变量组合的至关重要性。根据任务约束,可以通过笔划模式及其相关分散的特定对齐来驱动技术技能。这种数据驱动的方法可以帮助基于眼睛的技术评估。在短跑运动员的训练过程中,应考虑发展具有高水平身体稳定性的爆炸性游泳风格。
    This study aims to profile biomechanical abilities during sprint front crawl by identifying technical stroke characteristics, in light of performance level. Ninety-one recreational to world-class swimmers equipped with a sacrum-worn IMU performed 25 m all-out. Intra and inter-cyclic 3D kinematical variabilities were clustered using a functional double partition model. Clusters were analysed according to (1) swimming technique using continuous visualisation and discrete features (standard deviation and jerk cost) and (2) performance regarding speed and competition calibre using respectively one-way ANOVA and Chi-squared test as well as Gamma statistics. Swimmers displayed specific technical profiles of intra-cyclic (smoothy and jerky) and inter-cyclic stroke regulation (low, moderate and high repeatability) significantly discriminated by speed (p < 0.001, η2 = 0.62) and performance calibre (p < 0.001, V = 0.53). We showed that combining high levels of both kinds of variability (jerky + low repeatability) are associated with highest speed (1.86 ± 0.12 m/s) and competition calibre (ℽ = 0.75, p < 0.001). It highlights the crucial importance of variabilities combination. Technical skills might be driven by a specific alignment of stroke pattern and its associated dispersion according to the task constraints. This data-driven approach can assist eyes-based technical evaluation. Targeting the development of an explosive swimming style with a high level of body stability should be considered during training of sprinters.
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  • 文章类型: Journal Article
    这项研究旨在调查前精英和精英澳大利亚快速投球手提供新球常规挥杆保龄球的运动员间和运动员内技术变异性。球握角度和骨盆,躯干,肩膀,弯头,手腕,上臂,前臂,在球释放点进行了手运动学研究,以进行向内和向外传递。对小组和个人数据的描述性评估以及k均值聚类分析用于评估投球手之间和内部技术的变异性。确定了运动员间技术和球握力的变异性,证明熟练的投球手使用个性化的策略来产生挥杆。在成功的挥杆保龄球试验中,运动员内部的变异性证明了功能性运动变异性。保龄球手在骨盆和躯干的大型近端身体节段中表现出稳定的技术参数,为他们的保龄球动作提供一定的可重复性。在保龄球臂运动学中观察到较大的变化,允许运动员操纵手指和球的位置,以实现所需的接缝方向的点的球释放。这项研究表明,熟练的投球手使用个性化的技术和握把来产生挥杆,并在连续交付中采用技术变化。教练应采用个性化的训练策略,并在训练环境中使用以约束为主导的方法,以鼓励投球手寻求自适应的运动解决方案来产生挥杆。
    This study aimed to investigate inter- and intra-athlete technique variability in pre-elite and elite Australian fast bowlers delivering new ball conventional swing bowling. Ball grip angle and pelvis, torso, shoulder, elbow, wrist, upper arm, forearm, and hand kinematics were investigated at the point of ball release for inswing and outswing deliveries. Descriptive evaluations of group and individual data and k-means cluster analyses were used to assess inter- and intra-bowler technique variability. Inter-athlete technique and ball grip variability were identified, demonstrating that skilled bowlers use individualised strategies to generate swing. Functional movement variability was demonstrated by intra-athlete variability in successful swing bowling trials. Bowlers demonstrated stable technique parameters in large proximal body segments of the pelvis and torso, providing a level of repeatability to their bowling action. Greater variation was observed in bowling arm kinematics, allowing athletes to manipulate the finger and ball position to achieve the desired seam orientation at the point of ball release. This study demonstrates that skilled bowlers use individualised techniques and grips to generate swing and employ technique variations in successive deliveries. Coaches should employ individualised training strategies and use constraints-led approaches in training environments to encourage bowlers to seek adaptive movement solutions to generate swing.
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  • 文章类型: Journal Article
    背景:有人提出,在原发性抽动障碍(PTD)中抽动和先兆催促,比如Tourette综合征,是感觉运动噪音的表现。然而,抽动患者在日常生活中没有明显的运动不精确性。一个原因可能是患者有补偿干扰表现的噪音的策略(即,与任务相关的噪声)。
    目的:我们的目的是消除PTD患者感觉运动噪声升高对自主运动变异性的影响。
    方法:我们测试了30名患有PTD的成年患者(23名男性)和30名匹配的对照,其目的是消除潜在噪声。受试者到达其形状允许运动方向或范围变化的目标。这使我们能够将可变性分解为与任务相关的组件,而不是与任务相关的组件,后者应受到补偿策略的影响小于前者。在交替块中,切换了与任务相关的目标维度,允许我们探索参与者根据任务需求的变化调整运动变异性的时间动态。
    结果:两组均准确达到目标,并根据目标形状调整运动精度。然而,当目标的任务相关维度发生变化时,患者最初产生的运动比对照组变化更大,在几次达到后恢复精度之前。这种效果在整个实验中任务相关维度的重复变化中持续存在,因此没有反映出新颖性的影响,或学习上的差异。
    结论:我们的研究结果表明,与对照组相比,PTD患者产生更大的自主运动,但根据当前任务要求迅速补偿。©2024作者由WileyPeriodicalsLLC代表国际帕金森症和运动障碍协会出版的运动障碍。
    BACKGROUND: It has been proposed that tics and premonitory urges in primary tic disorders (PTD), like Tourette syndrome, are a manifestation of sensorimotor noise. However, patients with tics show no obvious movement imprecision in everyday life. One reason could be that patients have strategies to compensate for noise that disrupts performance (ie, noise that is task-relevant).
    OBJECTIVE: Our goal was to unmask effects of elevated sensorimotor noise on the variability of voluntary movements in patients with PTD.
    METHODS: We tested 30 adult patients with PTD (23 male) and 30 matched controls in a reaching task designed to unmask latent noise. Subjects reached to targets whose shape allowed for variability either in movement direction or extent. This enabled us to decompose variability into task-relevant versus less task-relevant components, where the latter should be less affected by compensatory strategies than the former. In alternating blocks, the task-relevant target dimension switched, allowing us to explore the temporal dynamics with which participants adjusted movement variability to changes in task demands.
    RESULTS: Both groups accurately reached to targets, and adjusted movement precision based on target shape. However, when task-relevant dimensions of the target changed, patients initially produced movements that were more variable than controls, before regaining precision after several reaches. This effect persisted across repeated changes in the task-relevant dimension across the experiment, and therefore did not reflect an effect of novelty, or differences in learning.
    CONCLUSIONS: Our results suggest that patients with PTD generate noisier voluntary movements compared with controls, but rapidly compensate according to current task demands. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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  • 文章类型: Journal Article
    背景:在前交叉韧带(ACL)缺陷患者的动态任务期间,视觉对多关节控制的影响尚不清楚。因此,本研究的目的是通过关注不同视觉信息条件下多关节运动的变异性,建立一种量化神经肌肉控制的新方法,并确定ACL缺陷个体损伤风险的潜在生物标志物的临界值.
    方法:23名ACL缺陷患者和23名健康受试者参与了这项研究。他们在两种不同的条件下进行单腿深蹲:睁眼(OE)和闭眼(CE)。多关节协调性与髋关节屈曲耦合角度的计算,髋关节外展和膝关节屈曲。对耦合角进行非线性分析。通过计算每个变量的CE/OE指数来比较各组之间对视力的依赖性。使用ROC曲线计算截止值,其中ACL损伤作为因变量,显著变量作为自变量。
    结果:在CE条件下,所有组的耦合角的样品熵均增加(P<0.001)。ACL缺陷肢体在下降阶段的耦合角变异性的CE/OE指数高于健康参与者的肢体(P=0.036)。ACL缺陷患者未受伤肢体的样本熵的CE/OE指数高于健康参与者的肢体(P=0.027)。样本熵的CE/OE指数的截止值被计算为1.477(灵敏度0.957,特异性0.478)。
    结论:ACL缺陷患者在单腿下蹲任务中,不仅在ACL缺陷侧而且在未受伤侧都依靠视力来控制多关节运动。这些发现强调了在ACL缺陷个体的神经肌肉控制的评估和康复中考虑视觉依赖性的重要性。
    BACKGROUND: The influence of vision on multi-joint control during dynamic tasks in anterior cruciate ligament (ACL) deficient patients is unknown. Thus, the purpose of this study was to establish a new method for quantifying neuromuscular control by focusing on the variability of multi-joint movement under conditions with different visual information and to determine the cutoff for potential biomarkers of injury risk in ACL deficient individuals.
    METHODS: Twenty-three ACL deficient patients and 23 healthy subjects participated in this study. They performed single-leg squats under two different conditions: open eyes (OE) and closed eyes (CE). Multi-joint coordination was calculated with the coupling angle of hip flexion, hip abduction and knee flexion. Non-linear analyses were performed on the coupling angle. Dependence on vision was compared between groups by calculating the CE/OE index for each variable. Cutoff values were calculated using ROC curves with ACL injury as the dependent variable and significant variables as independent variables.
    RESULTS: The sample entropy of the coupling angle was increased in all groups under the CE condition (P < 0.001). The CE/OE index of coupling angle variability during the descending phase was higher in ACL deficient limbs than in the limbs of healthy participants (P = 0.036). The CE/OE index of sample entropy was higher in the uninjured limbs of ACL deficient patients than in the limbs of healthy participants (P = 0.027). The cutoff value of the CE/OE index of sample entropy was calculated to be 1.477 (Sensitivity 0.957, specificity 0.478).
    CONCLUSIONS: ACL deficient patients depended on vision to control multiple joint movements not only on the ACL deficient side but also on the uninjured side during single leg squat task. These findings underscore the importance of considering visual dependence in the assessment and rehabilitation of neuromuscular control in ACL deficient individuals.
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  • 文章类型: Journal Article
    从零开始获得新的运动技能,也被称为从头学习,是电机发展的一个重要方面。在从头学习中,将在一种条件下获得的技能推广到其他条件下的能力是至关重要的,因为可用于学习的运动经验固有地有限。然而,从头学习中泛化的存在及其影响因素尚不清楚。本研究旨在通过考察运动探索过程来阐明从头运动学习的概括性。这是运动经验的积累。为此,我们通过使用小圆形目标或条形目标来改变目标形状,从而在实践过程中操纵了探索过程。我们的发现表明,在不同的条件下,实践中的学习量是通用的。此外,泛化的程度受控制空间中运动可变性的影响,这与任务无关,而不是目标形状本身。这些结果证实了从头学习中泛化的发生,并表明控制空间内的探索过程在促进这种泛化中起着重要作用。
    The acquisition of new motor skills from scratch, also known as de novo learning, is an essential aspect of motor development. In de novo learning, the ability to generalize skills acquired under one condition to others is crucial because of the inherently limited range of motor experiences available for learning. However, the presence of generalization in de novo learning and its influencing factors remain unclear. This study aimed to elucidate the generalization of de novo motor learning by examining the motor exploration process, which is the accumulation of motor experiences. To this end, we manipulated the exploration process during practice by changing the target shape using either a small circular target or a bar-shaped target. Our findings demonstrated that the amount of learning during practice was generalized across different conditions. Furthermore, the extent of generalization is influenced by movement variability in the control space, which is irrelevant to the task, rather than the target shapes themselves. These results confirmed the occurrence of generalization in de novo learning and suggest that the exploration process within the control space plays a significant role in facilitating this generalization.
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  • 文章类型: Journal Article
    当音乐家练习一首新歌,敲击正确的音符听起来令人愉快,而敲击不正确的音符听起来令人不快。已经证明,这种奖励和惩罚反馈会对学习新运动技能的能力产生不同的影响。最近的工作表明,惩罚会导致更大的运动变异性,这导致了更大的探索和更快的学习。为了进一步测试这个想法,我们在两个实验中收集了102名参与者.与以前的工作不同,在实验1中,我们发现与奖励相比,惩罚不会导致更快的学习(n=68),但确实导致了更大程度的学习。令人惊讶的是,我们还发现证据表明惩罚导致运动变异性降低,这与学习的程度有关。然后我们设计了第二个不涉及适应的实验,允许我们进一步隔离惩罚反馈对运动变异性的影响。在实验2中,我们再次发现与奖励相比,惩罚导致的运动变异性显着降低(n=34)。总的来说,我们的结果表明,惩罚反馈导致更少的运动变异性。未来的工作应该调查惩罚反馈是否会导致对运动变异性的更多了解和/或增加更新运动动作的敏感性。
    When a musician practices a new song, hitting a correct note sounds pleasant while striking an incorrect note sounds unpleasant. Such reward and punishment feedback has been shown to differentially influence the ability to learn a new motor skill. Recent work has suggested that punishment leads to greater movement variability, which causes greater exploration and faster learning. To further test this idea, we collected 102 participants over two experiments. Unlike previous work, in Experiment 1 we found that punishment did not lead to faster learning compared to reward (n = 68), but did lead to a greater extent of learning. Surprisingly, we also found evidence to suggest that punishment led to less movement variability, which was related to the extent of learning. We then designed a second experiment that did not involve adaptation, allowing us to further isolate the influence of punishment feedback on movement variability. In Experiment 2, we again found that punishment led to significantly less movement variability compared to reward (n = 34). Collectively our results suggest that punishment feedback leads to less movement variability. Future work should investigate whether punishment feedback leads to a greater knowledge of movement variability and or increases the sensitivity of updating motor actions.
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  • 文章类型: Journal Article
    在阻力训练中纳入特定于运动的约束,以综合的方式促进了运动员能力的发展,这最大限度地提高了训练引起的球员适应的有效性。考虑到知觉-认知能力在足球中起着根本性的作用,可以引入决策来增强抵抗任务对运动行为的认知相似性。然而,在弹性抵抗任务中,作为约束的决策如何影响玩家是未知的。因此,这项研究的目的是调查高级女子足球运动员的决策对弹性带阻力任务中运动变异性和表现的影响。
    二十三名高水平女子足球运动员用球进行了弹性阻力任务,作为攻击者和没有决策(NDM)和有决策(DM)的防御者。使用从记录的加速度得到的样本熵来量化运动变异性,其中加速度计放置在每个运动员的下背部。攻击者的传球准确性使用评分量表进行量化。
    结果表明,在弹性阻力任务中添加决策增加了防御者的运动变异性,但不影响攻击者的运动变异性。相比之下,攻击者的通过准确性降低。总的来说,与防御者相比,攻击者的移动可变性更高。
    这些发现表明,作为足球特有的约束,可以增强训练中弹性阻力任务的潜力。这是由于这样的事实,即它减少了对于防守角色玩家的运动控制和规律性,并且增加了对于进攻角色玩家的技术难度。此外,这些效果是有益的,因为它们可以促进优化玩家表现所需的自适应过程。
    UNASSIGNED: The inclusion of sport-specific constraints in resistance training promotes the development of player abilities in an integrated way, which maximises the effectiveness of player adaptations induced by training. Considering that perceptual-cognitive abilities play a fundamental role in football, decision making could be introduced to enhance the cognitive similarity of resistance tasks to sport actions. However, it is unknown how decision making as a constraint could affect the player during an elastic resistance task. Therefore, the aim of this study was to investigate the effects of decision making of high-level female football players on movement variability and performance during an elastic band resistance task.
    UNASSIGNED: Twenty-three high-level female football players performed the elastic resistance task with a ball, both as attackers and as defenders without decision making (NDM) and with decision making (DM). The movement variability was quantified using the sample entropy derived from the acceleration recorded with an accelerometer placed at the lower back of each player. The passing accuracy of the attacker was quantified using a scoring scale.
    UNASSIGNED: Results revealed that adding decision making to an elastic resistance task increased the movement variability of the defender but did not affect the movement variability of the attacker. In contrast, the passing accuracy of the attacker was reduced. Overall, the attacker had a higher movement variability compared to the defender.
    UNASSIGNED: These findings suggest that decision making, as a football-specific constraint, can enhance the potential of an elastic resistance task in training. This is due to the fact that it reduces control and regularity of movement for the defensive role player and increases technical difficulty for the attacking role player. Furthermore, these effects are beneficial, as they can promote the adaptive processes necessary to optimise the performance of the players.
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  • 文章类型: Journal Article
    背景:显微照相,或者小笔迹,是帕金森病(PD)的常见症状。以前建议使用加权笔来改善笔迹,但支持其有效性的研究有限。此外,先前的研究表明,音乐作为听觉线索可以减少精细运动运动的变异性,但它对PD患者笔迹的影响仍然未知。
    目的:这项研究通过评估加重笔和听觉提示对笔迹的有效性,探索了对PD患者的潜在笔迹干预措施。
    方法:这是一项初步队列研究。
    方法:八个患有PD的老年人使用标准笔和加重笔在1.5厘米的衬纸上写下连续的草书“l”,总共10秒钟,同时在4种情况下聆听听觉提示:控制(静音),节拍器,激活音乐,放松的音乐。运动数据是用连接在每支笔尖上的传感器测量的,并使用粘附在趾伸肌和第一骨间背侧的肌电图传感器测量肌肉活动。
    结果:用标准笔书写时,节拍器中的峰到峰时间减少(对照=0.807±0.121秒,节拍器=0.701±0.100秒,p=0.024)和激活(控制=0.807±0.121秒,激活=0.691±0.113秒,p=0.009)与对照条件相比的条件。此外,与标准笔相比,加权笔增加了字母峰之间距离的变异性(标准=0.187±0.010,加权=0.482±0.065,p=0.033)和完成每个字母所需时间的变异性(标准=0.176±0.010,加权=0.187±0.016,p=0.042).最后,节拍器中指伸肌的曲线下面积减少(节拍器=66.03±25.74mV,control=88.98±30.40mV,p=0.034)和激活音乐(激活=66.49±26.02mV,control=88.98±30.40mV,p=0.012)条件与用标准笔书写时的对照相比。
    结论:这些结果表明,加权笔可能无法改善新手用户的笔迹,但是听觉线索似乎是有益的。这可以为PD患者的手写干预的研究和临床应用提供未来的方向。
    BACKGROUND: Micrographia, or small handwriting, is a common symptom of Parkinson\'s disease (PD). Weighted pens have previously been recommended to improve handwriting, but there is limited research supporting their effectiveness. Additionally, previous research has demonstrated that music as an auditory cue can reduce variability in fine motor movements, but its effect on handwriting in people with PD remains unknown.
    OBJECTIVE: This study explored potential handwriting interventions for people with PD by evaluating the effectiveness of weighted pens and auditory cues on handwriting.
    METHODS: This was a pilot cohort study.
    METHODS: Eight older adults with PD used a standard pen and a weighted pen to write continuous cursive \"l\"s on 1.5-cm-lined paper for a total of 10 seconds while listening to auditory cues in 4 conditions: control (silence), metronome, activating music, and relaxing music. Kinematic data were measured with sensors attached to the tip of each pen, and muscle activity was measured with electromyography sensors adhered to the extensor digitorum communis and first dorsal interosseous.
    RESULTS: When writing with the standard pen, peak-to-peak time was reduced in the metronome (control = 0.807 ± 0.121 seconds, metronome = 0.701 ± 0.100 seconds, p = 0.024) and activating (control = 0.807 ± 0.121 seconds, activating = 0.691 ± 0.113 seconds, p = 0.009) conditions compared to the control condition. Furthermore, the weighted pen increased the variability of distance between letter peaks (standard = 0.187 ± 0.010, weighted = 0.482 ± 0.065, p = 0.033) and the variability of time needed to complete each letter (standard = 0.176 ± 0.010, weighted = 0.187 ± 0.016, p = 0.042) compared to the standard pen. Finally, area under the curve of the extensor digitorum communis was reduced in the metronome (metronome = 66.03 ± 25.74 mV, control = 88.98 ± 30.40 mV, p = 0.034) and activating music (activating = 66.49 ± 26.02 mV, control = 88.98 ± 30.40 mV, p = 0.012) conditions compared to control when writing with the standard pen.
    CONCLUSIONS: These results suggest that weighted pens may not improve handwriting in novice users, but auditory cues appear beneficial. This can inform future directions in the research and clinical application of handwriting interventions for persons with PD.
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  • 文章类型: Journal Article
    这项研究的目的是确定BlueTrident惯性测量单元(IMU)和VICONNexus运动学模型在分析Lyapunov指数(LyE)时在不同身体部位/关节中进行最大努力4000m循环时的测试重复测试。另一个目的是确定整个试验中是否存在LyE的变化。十二名新手骑自行车的人完成了四次骑行;一个是熟悉的会议,以确定自行车的适合度,并更好地适应4000m努力的计时赛位置和步调。IMU连接到头部,胸部,骨盆和左右腿分析节段加速度,分别,并将反射标记贴在参与者身上分析颈部,胸部,骨盆,臀部,膝关节和踝关节节段/关节角度运动学,分别。IMU和VICONNexus测试-重测可重复性在不同地点都从差到优不等。在每个会话中,头部和胸部IMU加速度LyE在整个回合中增加,而骨盆和小腿加速度保持一致。不同会话的差异在VICONNexus段/关节角运动学中很明显,但是没有一致的趋势。提高的可靠性和识别一致的性能趋势的能力,结合其改进的便携性和降低的成本,提倡使用IMU分析自行车运动的变异性。然而,需要额外的研究来确定分析自行车运动变异性的适用性。
    The purpose of this study was to determine the test-retest repeatability of Blue Trident inertial measurement units (IMUs) and VICON Nexus kinematic modelling in analysing the Lyapunov Exponent (LyE) during a maximal effort 4000 m cycling bout in different body segments/joints. An additional aim was to determine if changes in the LyE existed across a trial. Twelve novice cyclists completed four sessions of cycling; one was a familiarisation session to determine a bike fit and become better accustomed to the time trial position and pacing of a 4000 m effort. IMUs were attached to the head, thorax, pelvis and left and right shanks to analyse segment accelerations, respectively, and reflective markers were attached to the participant to analyse neck, thorax, pelvis, hip, knee and ankle segment/joint angular kinematics, respectively. Both the IMU and VICON Nexus test-retest repeatability ranged from poor to excellent at the different sites. In each session, the head and thorax IMU acceleration LyE increased across the bout, whilst pelvic and shank acceleration remained consistent. Differences across sessions were evident in VICON Nexus segment/joint angular kinematics, but no consistent trend existed. The improved reliability and the ability to identify a consistent trend in performance, combined with their improved portability and reduced cost, advocate for the use of IMUs in analysing movement variability in cycling. However, additional research is required to determine the applicability of analysing movement variability during cycling.
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