change of direction

改变方向
  • 文章类型: Journal Article
    据报道,与泡菜有关的跌倒发生率很高,关于在比赛中有和没有跌倒史的人的区别因素知之甚少。
    这项研究旨在确定休闲泡菜运动员在比赛中摔倒和没有摔倒的差异。其他目的是确定跌倒的原因并调查评估因素之间的关联。
    横断面研究。
    参与者完成调查报告年龄,秋天的历史,以及玩耍时摔倒的原因。臀部外展力量,单腿蹲下形式,踝关节背屈,使用改良的T检验(即pickleballT检验)评估方向时间的变化。
    在参与研究的92个人中,42%的人表示在比赛中跌倒,30%的人表示不止一次跌倒。报告的跌倒的主要原因是猛冲和后退。报告跌倒的参与者明显比没有报告跌倒的参与者年龄大(z=-2.60,p=0.009),并且在pickleballT检验中(z=-2.10,p=0.036)慢。髋关节外展强度与跌倒史无关,但与pickleballT检验的较快时间有关(左rs=-.41,p<0.001,右rs=-.48,p<0.001)。单腿深蹲形式和背屈与跌倒史无关。
    跌倒在休闲泡菜运动员中很常见,尤其是年长的球员。应考虑针对泡球运动员的跌倒预防计划,包括多方向的猛击,下肢力量和力量发展,和改变方向的训练,包括向后移动。
    2.
    UNASSIGNED: While a high incidence of pickleball-related falls is reported, little is known regarding factors differentiating persons with and without a fall history during play.
    UNASSIGNED: This study aimed to determine differences between recreational pickleball players who fell while playing and those who did not. Additional aims were to determine reasons for falling and to investigate associations among assessed factors.
    UNASSIGNED: Cross-sectional study.
    UNASSIGNED: Participants completed a survey reporting age, fall history, and reasons for falling during play. Hip abduction strength, single leg squat form, ankle dorsiflexion, and change of direction time using a modified T-test on a pickleball court (i.e. pickleball T-test) were assessed.
    UNASSIGNED: Among the 92 individuals participating in the study, 42% reported a fall while playing and 30% reported falling more than once. Leading reasons for reported falls were lunging and moving backward. Participants who reported falling were significantly older (z = -2.60, p = 0.009) and slower on the pickleball T-test (z = -2.10, p = 0.036) than those who did not report falling. Hip abduction strength was not associated with fall history but was associated with faster time on the pickleball T-test (left rs = -.41, p < 0.001, right rs = -.48, p < 0.001). Single leg squat form and dorsiflexion were not related to fall history.
    UNASSIGNED: Falls are common among recreational pickleball players, particularly older players. Fall prevention programs for pickleball players should be considered including multi-directional lunging, lower extremity strength and power development, and change of direction training that includes moving backward.
    UNASSIGNED: 2.
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  • 文章类型: Journal Article
    运动员通常使用压缩服装(CG)来感知预防伤害发生的有效性。然而,关于下肢CG是否降低损伤风险的证据有限。本研究旨在(1)评估CGs对减轻与切割相关的膝关节损伤的危险因素的影响;(2)确定CGs对其他关节和切割性能的不良副作用;(3)确定性别和病情之间可能的相互作用。62名健康成年人在四种条件下执行了预先计划的90º切割任务:控制,膝盖袖子,安慰剂打底裤和硬度改变的打底裤。初始接触时的接头角度,运动范围,时刻,和地面反作用力进行了测量。进行了混合双向(性别*条件)方差分析,其次是性别的事后比较和子集分析。结果显示,绑腿限制了髋关节矢状(45.4±1.3vs.控制50.0±1.3º,p=0.001)和旋转(16.8±0.8vs.控制22.5±1.1º,p<0.001)运动。初次接触时,刚度改变的绑腿减少了膝盖外翻(0.4±0.8vs.控制-2.1±0.8º,p=0.031)。然而,改变下肢关节的排列并没有减少多平面膝关节力矩(p>0.05)。CGs还不是有效的防护设备。膝盖袖子和对照组之间没有显着差异,在绑腿条件之间也没有(p>0.05)。测力板测量,例如力量发展速率增加(刚度改变42.6±1.1&安慰剂42.9±1.1vs.控制39.9±1.0BW/s,p<0.028),暗示了通过CG提高性能的可能性。虽然有必要对最佳压缩和刚度变化进行进一步研究,建议运动员注意CGs声称的生物力学效果与实际生物力学效果之间的差异。
    Athletes commonly use compression garments (CGs) for perceived effectiveness in preventing injury occurrence. However, limited evidence is available on whether lower-limb CGs reduce the risk of injury. This study aimed at (1) evaluating the effects of CGs on mitigating the risk factors of cutting-related knee injuries; (2) identifying undesirable side-effects of CGs on other joints and cutting performance; and (3) identifying possible interactions between sex and condition. 62 healthy adults performed pre-planned 90˚ cutting tasks under four conditions: control, knee sleeves, placebo leggings and stiffness-altered leggings. Joint angle at initial contact, range of motion, moments, and ground reaction force were measured. A mixed two-way (sex*condition) ANOVA was performed, followed by post-hoc comparisons and subset analyses for sexes. Results showed that the leggings restricted hip sagittal (45.4 ± 1.3 vs. control 50.0 ± 1.3˚, p = 0.001) and rotational (16.8 ± 0.8 vs. control 22.5 ± 1.1˚, p < 0.001) motion. At initial contact, the stiffness-altered leggings reduced knee valgus (0.4 ± 0.8 vs. control -2.1 ± 0.8˚, p = 0.031). However, the altered alignment of lower-limb joints did not reduce multiplanar knee joint moments (p > 0.05). CGs were not effective protective equipment yet. There was no significant difference between knee sleeves and control, nor between leggings conditions (p > 0.05). Force plate measurements, such as increased rate of force development (stiffness-altered 42.6 ± 1.1 & placebo 42.9 ± 1.1 vs. control 39.9 ± 1.0 BW/s, p < 0.028), implied the possibility of performance enhancement through CGs. While further investigations on the optimal compression and stiffness alterations are warranted, athletes are recommended to be aware of the discrepancies between the claimed and actual biomechanical effects of CGs.
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  • 文章类型: Journal Article
    目标:年轻足球运动员的敏捷性长期以来一直与力量等身体属性有关,速度,和权力。这项研究的目的是调查这一独特人群中认知因素与敏捷性表现之间的关系。
    方法:对39名年龄13.56(SD0.58)岁的年轻足球运动员进行了腿部肌肉功能(跳跃测试)和成熟状态(峰值高度速度)的评估。Y-敏捷性测试,其中包括玩家的决策,用于衡量绩效。认知因素,如感知技能和决策,通过Y-敏捷测试进行评估。
    结果:线性回归显示Y-敏捷测试和跌落-跳跃接触之间没有显著性(P=.283),Y-敏捷性测试和跳伞飞行(P=.185),Y-敏捷性测试和下蹲跳跃(P=.868),和Y-敏捷性测试和反移动跳跃(P=.310)。线性混合模型分析表明,早期平均成熟者(P=.009)和早期晚期成熟者(P=.005)之间存在差异,但平均晚期受试者之间没有差异(P=1.000)。跳伞飞行在成熟方面没有差异(早期平均P=1.000;早期晚期P=1.000;平均P=1.000)。下蹲跳表现没有任何意义(早期平均P=.618;早期-晚期P=1.000;P=1.000)。反动-跳跃表现没有任何意义(早期平均P=1.000;早期晚期P=1.000;平均晚期P=.492)。最后,敏捷性表现在成熟水平之间没有任何意义(早期平均成熟P=.450;早期晚期P=1.000;平均晚期P=.830)。
    结论:年轻足球运动员的敏捷性似乎遵循非线性轨迹,认知因素可能比以前认为的更重要。
    OBJECTIVE: Agility in young soccer players has long been associated with physical attributes like strength, speed, and power. The aims of this study were to investigate the relationship between cognitive factors and agility performance in this unique population.
    METHODS: 39 young soccer players age 13.56 (SD 0.58) years were assessed for leg-muscle function (jump tests) and maturation status (peak height velocity). The Y-Agility Test, which included decision making in players, was used to measure performance. Cognitive factors such as perceptual skills and decision making were evaluated with the Y-Agility Test.
    RESULTS: The linear regression showed an absence of significance between the Y-Agility Test and drop-jump contact (P = .283), Y-Agility Test and drop-jump flight (P = .185), Y-Agility Test and squat jump (P = .868), and Y-Agility Test and countermovement jump (P = .310). The linear mixed-model analyses suggested a difference between early-average maturers (P = .009) and early-late maturers (P = .005) but did not show a difference between average-late subjects (P = 1.000). Drop-jump flight did not show a difference in maturation (early-average P = 1.000; early-late P = 1.000; average P = 1.000). Squat-jump performance did not demonstrate any significance (early-average P = .618; early-late P = 1.000; P = 1.000). Countermovement-jump performance did not show any significance (early-average P = 1.000; early-late P = 1.000; average-late P = .492). Finally, agility performance does not show any significance between maturation levels (early-average maturer P = .450; early-late P = 1.000; average-late P = .830).
    CONCLUSIONS: Agility in young soccer players appears to follow a nonlinear trajectory, with cognitive factors possibly playing a more significant role than previously thought.
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  • 文章类型: Journal Article
    这项研究旨在比较两个为期10周的松紧带训练计划对青春期女性手球运动员运动表现的影响。16.0±0.5岁的参与者被随机分配到对照组(CNT,n=12),标准松紧带(SEB,n=12),或对比松紧带(CEB,n=12)方案,每个人每周进行两次,补充常规训练。冲刺(10米和20米),改良的伊利诺伊州方向改变试验(COD),深蹲跳跃(SJ),反运动跳跃(CMJ),立定跳远(SLJ),背伸肌强度(BES),药球投掷(MBT),1-RM台式压力机,1-RM半蹲,反复冲刺的能力,在干预前后测量力-速度(F-V)测试。当与CNT相比时,CEB和SEB都类似地改善了冲刺(p<0.01和p<0.01)和COD(p<0.001和p<0.01)。仅在CEB中,跳跃性能显着提高(SJp<0.01;CMJp<0.05),与CNT相比。与CNT相比,两个实验组的强度均得到改善(p<0.01;ES:0.73 This study aimed to compare the effects of two elastic band 10-week training programmes on the athletic performance in adolescent female handball players. Participants aged 16.0 ± 0.5 years were randomly assigned to control (CNT, n = 12), standard elastic band (SEB, n = 12), or contrast elastic band (CEB, n = 12) programmes, each performed twice a week supplementing the regular training. The sprint (10 m and 20 m), modified Illinois change-of-direction test (COD), squat jump (SJ), countermovement jump (CMJ), standing long jump (SLJ), back extensor strength (BES), medicine ball throw (MBT), 1-RM bench press, 1-RM half squat, repeated sprint ability, and force-velocity (F-V) tests were measured before and after the intervention. Both CEB and SEB similarly improved sprint (p < 0.01 and p < 0.01) and COD (p < 0.001 and p < 0.01) when compared to CNT. Jumping performance improved significantly (SJ p < 0.01; CMJ p < 0.05) only in CEB, compared to CNT. Strength improved in both experimental groups (p < 0.01; ES: 0.73 < d < 1.59) compared to CNT, and there was a greater increase for CEB than SEB (p < 0.05) in the medicine ball throw (Table 3). Both CEB and SEB increased all RSA scores compared to CNT (p < 0.01; ES: 0.10 < d < 1.22), without significant difference between them. All F-V scores increased significantly in CEB and SEB compared to CNT (p < 0.01; ES: 0.45 < d < 2.47). In addition, CEB showed substantial gains in performance for PPabs, PPrel, and F0 (p < 0.001, p < 0.001 and p < 0.05, respectively) compared to SEB. Ten-week elastic band training conducted within the competitive season improved limb strength, power and F-V profile in female handball players, with a superior effect of the contrast elastic band training mode for upper-limb strength and F-V characteristics.
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  • 文章类型: Systematic Review
    背景:训练干预措施,如抵抗雪橇训练,复杂的训练,高度测量训练,最近,运动员正在采用激活后增强增强(PAPE)协议来提高性能。目前,对于将PAPE方案和方法纳入培训的有效性,目前尚无确凿证据.当前的系统评价旨在批判性地总结PAPE协议对运动员冲刺和方向变化(COD)表现的影响的当前证据,并研究PAPE协议类型的影响。恢复持续时间,卷,和大量的PAPE协议。
    方法:于2020年12月至2022年6月对以下数据库进行了系统的计算机文献检索:MEDLINE(由PubMed评估),CENTRAL(Cochrane图书馆中央受控试验登记册),佩德罗,科学直接。纳入的主要标准是在Sprint和/或COD评估测试之前执行PAPE方案作为干预措施的运动员(人群)。使用EPHPP(有效公共卫生实践项目)工具单独评估研究的偏差风险。
    结果:共纳入16项研究。对于线性冲刺,九项研究报告了显著的PAPE效应,而,六项研究报告影响不明显。然而,对于COD性能,两项研究报告结果不显著,一项研究报告CODS显著增强。恢复时间从15s到16min不等。
    结论:PAPE方案可以纳入,只要恢复持续时间为中等持续时间(3-8分钟)或单独持续时间,使用多组(2-6),中高负荷(>85%1-RM),协议的类型是杠铃髋关节推力,高度测量学或单侧生物力学类似于跑步的练习。
    BACKGROUND: Training interventions like Resisted Sled Training, Complex Training, Plyometric training, and recently, Postactivation Potentiation Enhancement (PAPE) protocols are being employed by sportsmen for performance enhancement. Currently, there is no conclusive evidence on the effectiveness of the PAPE protocols and methods to integrate them into the training. The current systematic review aims to critically summarize the current evidence on PAPE protocols\' effect on Sprint and Change of Direction (COD) performance in Athletes and study the influence of the Type of PAPE protocols, Recovery duration, Volumes, and loads of PAPE protocols.
    METHODS: A systematic computerized literature search was performed from December 2020 to June 2022 on the databases: MEDLINE (assessed by PubMed), CENTRAL (Cochrane Library Central Register of Controlled Trials), PeDro, and Science direct. The major criteria for inclusion were Athletes (Population) who performed PAPE protocol as Intervention before Sprint and/or COD assessment tests. The studies were individually assessed for Risk of Bias using EPHPP (Effective Public Health Practice Project) Tool.
    RESULTS: A total of sixteen studies were included. For Linear sprint, nine studies reported a significant PAPE effect whereas, six studies reported insignificant effects. Whereas, for COD performance, two studies reported insignificant results and one study reported significant CODS enhancements The recovery duration ranged from 15 s up to 16 min.
    CONCLUSIONS: PAPE protocols can be incorporated provided the recovery duration is of Moderate duration (3-8mins) or Individualized durations, using multiple sets (2-6), moderate-high loads (>85% 1-RM), type of protocol is Barbell Hip Thrust, Plyometrics or Unilateral biomechanically similar exercises to Running.
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  • 文章类型: Journal Article
    这项研究的主要目的是研究meta趾关节(MTPj)屈曲扭矩与短跑加速度之间的关系,剪切和跳跃表演,和动力学。次要目的是探索当MTP屈曲强度与其他足部和下肢神经肌肉输出相关时的这种关系。在使用定制测功机进行初始MTPj屈曲扭矩评估之后,52名高水平运动员在力量平台系统上执行了以下任务:最大冲刺加速度,90度切割,垂直和水平跳跃,和脚脚踝啤酒花。他们的脚姿,使用足姿势指数评估足被动刚度和足踝关节反应强度,拱门高度指数测量系统和足踝跳远测试。使用等速测功机评估踝关节屈和膝关节伸展等轴测力矩。在最大速度冲刺期间,多元线性回归表明MTPj屈曲扭矩的主要贡献,足部被动刚度和足踝反应强度解释了有效垂直脉冲和接触时间的总方差的28%和35%。踝关节屈肌和股四头肌等距扭矩是加速性能的共同贡献者,也是切割和跳跃性能的单独贡献者。总之,MTPj屈曲扭矩与冲刺性能动力学密切相关,尤其是在高速下。
    The primary objective of this study was to investigate the relationship between metatarsophalangeal joint (MTPj) flexion torque and sprint acceleration, cutting and jumping performance, and kinetics. A secondary aim was to explore this relationship when MTP flexion strength was associated with other foot and lower limb neuromuscular outputs. After an initial MTPj flexion torque assessment using a custom-built dynamometer, 52 high-level athletes performed the following tasks on a force platform system: maximal sprint acceleration, 90-degree cutting, vertical and horizontal jumps, and foot-ankle hops. Their foot posture, foot passive stiffness and foot-ankle reactive strength were assessed using the Foot Posture Index, the Arch Height Index Measurement System and the Foot-Ankle Rebound Jump Test. Ankle plantarflexion and knee extension isometric torque were assessed using an isokinetic dynamometer. During maximal speed sprinting, multiple linear regressions suggested a major contribution of MTPj flexion torque, foot passive stiffness and foot-ankle reactive strength to explain 28% and 35% of the total variance in the effective vertical impulse and contact time. Ankle plantarflexor and quadriceps isometric torques were aggregately contributors of acceleration performance and separate contributors of cutting and jumping performance. In conclusion, MTPj flexion torque was more strongly associated with sprinting performance kinetics especially at high-speed.
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  • 文章类型: Published Erratum
    [这更正了文章DOI:10.3389/fbioe.2024.1285845。].
    [This corrects the article DOI: 10.3389/fbioe.2024.1285845.].
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  • 文章类型: Journal Article
    这项研究的目的是调查为期10周的赛季对比橡皮筋训练计划对年轻女手球运动员运动表现的影响。青年运动员(15.8±0.2岁)被随机分配到干预组(n=16)或对照组(n=14)。干预组进行对比橡皮筋训练(两周20次),而对照组保持定期的赛季训练。修改后的T检验,蹲着跳,反运动跳跃,站立跳远,反复冲刺的能力,1-RM台式压力机和半蹲,同时进行了上肢和下肢力-速度测试。在改良的T检验中,干预组的表现明显优于对照组[p<0.001;d=1.45%Δ(干预=-7.1,对照=-0.8)],垂直跳跃[p≤0.009;d≥0.72;%Δ(8.4<干预<19.8,4.1<控制<12.2)],1-RM强度[p≤0.04,d≥0.80;%Δ(37.1<干预<39.7,7.2<控制<11.2)],上肢的所有力-速度评分[p≤0.009;d≥0.72;%Δ(21<干预<82,0.1<对照<11.6)],下肢表现的四个力-速度评分中的三个[p≤0.02;d≥0.64;%Δ(6.4<干预<31.3,0.8<对照<11.1)]和所有重复冲刺时间[p<0.001;d≥1.15;%Δ(-3.4<干预<-3.1,-1.9<对照<-0.5)]。结论是,十周的对比橡皮筋训练对青年女子手球运动员的大多数运动能力有积极影响。因此,教练和从业者应考虑利用对比橡皮筋力量训练作为提高青年手球运动员身体素质的时间和资源高效手段。
    This study\'s objective was to investigate the impact of a 10-week in season contrast rubber band training program on athletic performance in young female handball players. Youth athletes (15.8 ± 0.2 years) were randomly assigned to an intervention (n = 16) or a control group (n = 14). The intervention group performed contrast rubber band training (20 sessions over two weeks), while the control group maintained regular in-season training. The modified T-test, squat jump, countermovement jump, standing long jump, repeated sprint ability, 1-RM bench press and half squat, along with upper and lower limb force-velocity tests were performed. The intervention group experienced significantly larger performance enhancements than the control group in the modified T-test [p < 0.001; d = 1.45%Δ (intervention = -7.1, control = -0.8)], vertical jump [p ≤ 0.009; d ≥ 0.72; %Δ (8.4 < intervention < 19.8, 4.1 < control < 12.2)], 1-RM strength [p ≤ 0.04, d ≥ 0.80; %Δ (37.1 < intervention < 39.7, 7.2 < control < 11.2)], all force-velocity scores for the upper limbs [p ≤ 0.009; d ≥ 0.72; %Δ (21 < intervention < 82, 0.1 < control < 11.6)], three of four force-velocity scores for the lower limb performance [p ≤ 0.02; d ≥ 0.64; %Δ (6.4 < intervention < 31.3, 0.8 < control < 11.1)] and all repeated sprint times [p < 0.001; d ≥ 1.15; %Δ (-3.4 < intervention < -3.1, -1.9 < control < -0.5)]. It was concluded that ten weeks of contrast rubber band training positively affected most motor abilities in youth female handball athletes. Therefore, coaches and practitioners should consider utilizing contrast rubber band strength training as a time and resource-efficient means of improving physical fitness of youth handball players.
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  • DOI:
    文章类型: Journal Article
    首次外侧踝关节扭伤常导致慢性踝关节不稳(CAI),47%的人面临复发性损伤,强调预防措施的必要性。由于潜在的生物力学控制改变,运动中的侧切运动会给CAI个体带来风险。虽然跳跃稳定热身程序已被证明能有效预防踝关节扭伤,其对CAI个体的具体急性影响缺乏大量证据。这项研究采用了8名CAI参与者的交叉设计(23±3.4年,BMI23±1.5kg/m2)和8名健康参与者(25±3.6岁,BMI23±1.7kg/m2),以研究啤酒花稳定热身程序对动态平衡的急性影响,地面反作用力(GRF),和肌肉活动在45度和90度侧切运动。每位参与者都在两个实验日进行了跳跃稳定和控制热身计划。评估,包括Y平衡测试,GRF,热身前后的肌肉活动,揭示了动态平衡的显著改善,GRF,CAI参与者在45度侧切运动期间的肌肉活动。这些发现表明,将啤酒花稳定热身程序纳入CAI患者的热身方案具有潜在的好处。
    First-time lateral ankle sprains often lead to chronic ankle instability (CAI), with 47% facing recurrent injuries, emphasizing the need for preventive measures. Side-cutting movements in sports pose a risk for CAI individuals due to potential biomechanical control alterations. While the hop-stabilization warm-up program has proven effective in preventing ankle sprains, its specific acute impact on CAI individuals lacks substantial evidence. This study employed a crossover design with eight CAI participants (23 ± 3.4 years, BMI 23 ± 1.5 kg/m2) and eight healthy participants (25 ± 3.6 years, BMI 23 ± 1.7 kg/m2) to investigate the acute effects of the hop-stabilization warm-up program on dynamic balance, ground reaction force (GRF), and muscle activity during 45- and 90-degree side-cutting movements. Each participant underwent hop-stabilization and control warm-up programs on two experimental days. Assessments, including the Y-balance test, GRF, and muscle activity pre- and post-warm-up, revealed significant improvements in dynamic balance, GRF, and muscle activity during 45-degree side-cutting movements in CAI participants. These findings suggest the potential benefits of incorporating the hop-stabilization warm-up program into the warm-up protocol for individuals with CAI.
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  • 文章类型: Journal Article
    使用惯性传感器的便携式测量系统可以在实验室外进行运动捕捉,促进自然环境中的纵向和大规模研究。然而,从惯性数据中估计3D运动学和动力学,以进行全面的生物力学运动分析仍然具有挑战性。机器学习模型或执行卡尔曼滤波的逐步方法,逆运动学,和逆动力学会导致运动学和动力学之间的不一致。我们使用全身肌肉骨骼模型的最优控制模拟,研究了从惯性传感器数据中重建3D运动学和任意跑步运动的动力学。为了评估所提出方法的可行性,我们使用从光学运动捕获数据创建的标记跟踪模拟作为参考,并用于计算虚拟惯性数据,以便确切地知道所需的解决方案。我们通过制定最优控制问题来生成惯性跟踪仿真,这些问题可以跟踪虚拟加速度和角速度,同时最大程度地减少工作量,而无需任务约束或初始状态。为了评估所提出的方法,我们重建了三个直跑试验,弯曲的运行,和10名参与者的v-cut。我们比较了标记和惯性跟踪模拟的估计惯性信号和生物力学变量。惯性数据被密切跟踪,导致骨盆平移的均方根偏差较低(≤20.2mm),角度(≤1.8度),地面反作用力(≤1.1BW%),节理力矩(≤0.1BWBH%),和肌肉力量(≤5.4BW%)以及所有生物力学变量的多重相关系数(≥0.99)。因此,我们的结果表明,最优控制模拟跟踪三维惯性数据可以重建运动学和动力学的个别试验的所有运行运动。模拟导致相互和动态一致的运动学和动力学,它允许研究因果链,例如,分析前交叉韧带损伤的预防。我们的工作证明了使用虚拟惯性数据的方法的可行性。当将来使用该方法与实测数据时,必须估计传感器在段上的位置和对准,和软组织伪影是潜在的误差源。然而,我们证明了最优控制仿真跟踪惯性数据对于估计3D运动学和动力学以进行全面的生物力学分析非常有前途。
    Portable measurement systems using inertial sensors enable motion capture outside the lab, facilitating longitudinal and large-scale studies in natural environments. However, estimating 3D kinematics and kinetics from inertial data for a comprehensive biomechanical movement analysis is still challenging. Machine learning models or stepwise approaches performing Kalman filtering, inverse kinematics, and inverse dynamics can lead to inconsistencies between kinematics and kinetics. We investigated the reconstruction of 3D kinematics and kinetics of arbitrary running motions from inertial sensor data using optimal control simulations of full-body musculoskeletal models. To evaluate the feasibility of the proposed method, we used marker tracking simulations created from optical motion capture data as a reference and for computing virtual inertial data such that the desired solution was known exactly. We generated the inertial tracking simulations by formulating optimal control problems that tracked virtual acceleration and angular velocity while minimizing effort without requiring a task constraint or an initial state. To evaluate the proposed approach, we reconstructed three trials each of straight running, curved running, and a v-cut of 10 participants. We compared the estimated inertial signals and biomechanical variables of the marker and inertial tracking simulations. The inertial data was tracked closely, resulting in low mean root mean squared deviations for pelvis translation (≤20.2 mm), angles (≤1.8 deg), ground reaction forces (≤1.1 BW%), joint moments (≤0.1 BWBH%), and muscle forces (≤5.4 BW%) and high mean coefficients of multiple correlation for all biomechanical variables (≥0.99). Accordingly, our results showed that optimal control simulations tracking 3D inertial data could reconstruct the kinematics and kinetics of individual trials of all running motions. The simulations led to mutually and dynamically consistent kinematics and kinetics, which allows researching causal chains, for example, to analyze anterior cruciate ligament injury prevention. Our work proved the feasibility of the approach using virtual inertial data. When using the approach in the future with measured data, the sensor location and alignment on the segment must be estimated, and soft-tissue artifacts are potential error sources. Nevertheless, we demonstrated that optimal control simulation tracking inertial data is highly promising for estimating 3D kinematics and kinetics for a comprehensive biomechanical analysis.
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