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Can Shoulder Impairments Be Classified From 3-Dimensional Kinematics Using Inertial Sensors? 利用惯性传感器可以从三维运动学中对肩部损伤进行分类吗?
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-08-01 DOI: 10.1123/jab.2022-0173
Bruno Mazuquin, Karl Peter Gill, Puneet Monga, James Selfe, Jim Richards

Inertial sensors may help clinicians to assess patients' movement and potentially support clinical decision making. Our aim was to determine whether shoulder range of motion during movement tasks measured using inertial sensors is capable of accurately discriminating between patients with different shoulder problems. Inertial sensors were used to measure 3-dimensional shoulder motion during 6 tasks of 37 patients on the waiting list for shoulder surgery. Discriminant function analysis was used to identify whether the range of motion of different tasks could classify patients with different shoulder problems. The discriminant function analysis could correctly classify 91.9% of patients into one of the 3 diagnostic groups based. The tasks that associated a patient with a particular diagnostic group were the following: subacromial decompression: abduction, rotator cuff repair of tears ≤5 cm: flexion and rotator cuff repair of tears >5 cm: combing hair, abduction, and horizontal abduction-adduction. The discriminant function analysis showed that range of motion measured by inertial sensors can correctly classify patients and could be used as a screening tool to support surgery planning.

惯性传感器可以帮助临床医生评估患者的运动,并可能支持临床决策。我们的目的是确定在运动任务中使用惯性传感器测量的肩部运动范围是否能够准确区分患有不同肩部问题的患者。使用惯性传感器测量37例肩部手术候诊患者在6个任务中的三维肩部运动。采用判别函数分析来确定不同任务的运动范围是否可以对不同肩部问题的患者进行分类。判别函数分析可以正确地将91.9%的患者划分为3个诊断组之一。与特定诊断组相关的患者任务如下:肩峰下减压:外展,肩袖修复撕裂≤5cm;屈曲和肩袖修复撕裂> 5cm;梳头,外展,水平外展-内收。判别函数分析表明,惯性传感器测量的运动范围能正确分类患者,可作为支持手术计划的筛选工具。
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引用次数: 0
Head Impact Exposure in Female Collegiate Soccer by Activity Type. 女大学生足球运动类型的头部碰撞暴露。
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-08-01 DOI: 10.1123/jab.2022-0134
Mary Frances Segars, Tanner M Filben, N Stewart Pritchard, Logan E Miller, Christopher M Miles, Joel D Stitzel, Jillian E Urban

Soccer, one of the most popular sports in the world, has one of the highest rates of sports-related concussions. Additionally, soccer players are frequently exposed to nonconcussive impacts from intentionally heading the ball, a fundamental component of the sport. There have been many studies on head impact exposure in soccer, but few focus on soccer practices or practice activities. This study aimed to characterize the frequency and magnitude of head impacts in National Collegiate Athletic Association Division I female soccer practice activities using a custom-fit instrumented mouthpiece. Sixteen players were instrumented over the course of 54 practice sessions. Video analysis was performed to verify all mouthpiece-recorded events and classify practice activities. Category groupings of practice activities include technical training, team interaction, set pieces, position-specific, and other. Differences in head impact rates and peak resultant kinematics were observed across activity types and category groupings. Technical training had the highest impact rate compared to other category groupings. Impacts occurring during set piece activities had the highest mean kinematic values. Understanding drill exposure can help inform coaches on training plans aimed to reduce head impact exposure for their athletes.

足球是世界上最受欢迎的运动之一,也是运动相关脑震荡发病率最高的运动之一。此外,足球运动员经常因为故意头球而受到非震荡性的冲击,这是这项运动的基本组成部分。关于足球运动中头部撞击暴露的研究很多,但很少关注足球训练或训练活动。本研究的目的是利用特制的仪器吹嘴来表征全国大学体育协会第一级女子足球训练活动中头部撞击的频率和程度。16名球员在54次练习中使用了乐器。进行视频分析以验证所有口器记录的事件并对实践活动进行分类。实践活动的类别分组包括技术培训、团队互动、固定片段、特定职位等。在不同的活动类型和类别分组中观察到头部撞击率和峰值运动学的差异。与其他类别分组相比,技术培训的影响率最高。在定位球活动中发生的冲击具有最高的平均运动学值。了解训练暴露可以帮助教练制定旨在减少运动员头部撞击暴露的训练计划。
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引用次数: 0
Running-Related Achilles Tendon Injury: A Prospective Biomechanical Study in Recreational Runners. 跑步相关跟腱损伤:休闲跑步者的前瞻性生物力学研究。
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-08-01 DOI: 10.1123/jab.2022-0221
Jiri Skypala, Joseph Hamill, Michal Sebera, Steriani Elavsky, Andrea Monte, Daniel Jandacka

There are relatively few running studies that have attempted to prospectively identify biomechanical risk factors associated with Achilles tendon (AT) injuries. Therefore, the aim was to prospectively determine potential running biomechanical risk factors associated with the development of AT injuries in recreational, healthy runners. At study entry, 108 participants completed a set of questionnaires. They underwent an analysis of their running biomechanics at self-selected running speed. The incidence of AT running-related injuries (RRI) was assessed after 1-year using a weekly questionnaire standardized for RRI. Potential biomechanical risk factors for the development of AT RRI injury were identified using multivariable logistic regression. Of the 103 participants, 25% of the sample (15 males and 11 females) reported an AT RRI on the right lower limb during the 1-year evaluation period. A more flexed knee at initial contact (odds ratio = 1.146, P = .034) and at the midstance phase (odds ratio = 1.143, P = .037) were significant predictors for developing AT RRI. The results suggested that a 1-degree increase in knee flexion at initial contact and midstance was associated with a 15% increase in the risk of an AT RRI, thus causing a limitation of training or a stoppage of running in runners.

相对较少的研究试图前瞻性地确定与跟腱(AT)损伤相关的生物力学危险因素。因此,目的是前瞻性地确定与休闲、健康跑步者发生AT损伤相关的潜在跑步生物力学危险因素。在研究开始时,108名参与者完成了一套调查问卷。他们在自己选择的跑步速度下进行了跑步生物力学分析。使用每周一次的RRI标准化问卷,在1年后评估AT跑步相关损伤(RRI)的发生率。使用多变量logistic回归分析确定AT RRI损伤发展的潜在生物力学危险因素。在103名参与者中,25%的样本(15名男性和11名女性)在1年的评估期间报告了右下肢的AT RRI。初次接触时膝关节屈曲程度较高(优势比= 1.146,P = 0.034)和站立中期(优势比= 1.143,P = 0.037)是发生at RRI的重要预测因素。结果表明,在初次接触和站立时,膝关节屈曲度增加1度与at RRI的风险增加15%相关,从而导致跑步者的训练限制或停止跑步。
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引用次数: 1
In Silico Biomarkers of Motor Function to Inform Musculoskeletal Rehabilitation and Orthopedic Treatment. Silico运动功能生物标志物为肌肉骨骼康复和骨科治疗提供信息。
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-06-22 Print Date: 2023-10-01 DOI: 10.1123/jab.2023-0029
Ilse Jonkers, Erica Beaucage-Gauvreau, Bryce Adrian Killen, Dhruv Gupta, Lennart Scheys, Friedl De Groote

In this review, we elaborate on how musculoskeletal (MSK) modeling combined with dynamic movement simulation is gradually evolving from a research tool to a promising in silico tool to assist medical doctors and physical therapists in decision making by providing parameters relating to dynamic MSK function and loading. This review primarily focuses on our own and related work to illustrate the framework and the interpretation of MSK model-based parameters in patients with 3 different conditions, that is, degenerative joint disease, cerebral palsy, and adult spinal deformities. By selecting these 3 clinical applications, we also aim to demonstrate the differing levels of clinical readiness of the different simulation frameworks introducing in silico model-based biomarkers of motor function to inform MSK rehabilitation and treatment, with the application for adult spinal deformities being the most recent of the 3. Based on these applications, barriers to clinical integration and positioning of these in silico technologies within standard clinical practice are discussed in the light of specific challenges related to model assumptions, required level of complexity and personalization, and clinical implementation.

在这篇综述中,我们详细阐述了肌肉骨骼(MSK)建模与动态运动模拟相结合是如何从一种研究工具逐渐发展成为一种有前途的计算机工具的,通过提供与动态MSK功能和负荷相关的参数来帮助医生和理疗师进行决策。这篇综述主要集中在我们自己和相关的工作上,以说明MSK模型参数在3种不同疾病患者中的框架和解释,即退行性关节病、脑瘫和成人脊柱畸形。通过选择这3种临床应用,我们还旨在证明不同模拟框架的不同临床准备水平,引入基于计算机模型的运动功能生物标志物,为MSK的康复和治疗提供信息,其中成人脊柱畸形的应用是这3种应用中最新的。基于这些应用,根据与模型假设、所需的复杂性和个性化水平以及临床实施相关的具体挑战,讨论了这些计算机技术在标准临床实践中的临床集成和定位障碍。
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引用次数: 1
Joint Coordination With a Change in Task Constraint During Accurate Overhead Throwing. 精确顶投过程中任务约束变化下的关节协调。
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-06-01 DOI: 10.1123/jab.2022-0130
Arata Kimura, Shinsuke Yoshioka, Senshi Fukashiro

In sports situations, players may be required to throw at different speeds. The question of how skilled players throw the ball accurately to the desired location under different speed conditions is of interest to biomechanics researchers. Previous research suggested that throwers use different types of joint coordination. However, joint coordination with a change in throwing speed has not been studied. Here, we show the effects of changes in throwing speed on joint coordination during accurate overhead throwing. Participants were seated on a low chair with their trunk fixed and threw a baseball aimed at a target under 2 different speed conditions (slow and fast). In the slow condition, the elbow flexion/extension angle coordinated with other joint angles and angular velocities to reduce the variability of the vertical hand velocity. In the fast condition, the shoulder internal/external rotation angle and the shoulder horizontal flexion/extension angular velocity coordinated with other joint angles and angular velocities to reduce the variability of the vertical hand velocity. These results showed that joint coordination differed with changes in throwing speed, indicating that joint coordination is not always fixed, but may differ depending on the task constraints, such as throwing speed.

在体育比赛中,运动员可能被要求以不同的速度投掷。技术娴熟的运动员如何在不同的速度条件下将球准确地扔到期望的位置,这是生物力学研究人员感兴趣的问题。先前的研究表明,投掷者使用不同类型的关节协调。然而,关节协调与投掷速度的变化还没有研究。在这里,我们展示了在准确的头顶投掷过程中,投掷速度的变化对关节协调的影响。参与者坐在一张低矮的椅子上,固定着鼻子,在两种不同的速度条件下(慢速和快速)向一个目标投掷棒球。在慢速状态下,肘关节屈伸角与其他关节角度和角速度协调,以减少垂直手速度的可变性。在快速状态下,肩关节内/外旋转角度和肩关节水平屈伸角速度与其他关节角度和角速度协调,以减少垂直手速度的可变性。这些结果表明,关节协调性随投掷速度的变化而变化,表明关节协调性并不总是固定不变的,而是可能根据任务约束(如投掷速度)而变化。
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引用次数: 1
The Effect of Sensor Placement on Measured Distal Tibial Accelerations During Running. 传感器放置对跑步时胫骨远端加速度测量的影响。
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-06-01 DOI: 10.1123/jab.2022-0249
Lauren K Sara, Jereme Outerleys, Caleb D Johnson

Inertial measurement units (IMUs) attached to the distal tibia are a validated method of measuring lower-extremity impact accelerations, called tibial accelerations (TAs), in runners. However, no studies have investigated the effects of small errors in IMU placement, which would be expected in real-world, autonomous use of IMUs. The purpose of this study was to evaluate the effect of a small proximal shift in IMU location on mean TAs and relationships between TAs and ground reaction force loading rates. IMUs were strapped to 18 injury-free runners at a specified standard location (∼1 cm proximal to medial malleolus) and 2 cm proximal to the standard location. TAs and ground reaction forces were measured while participants ran at self-selected and 10% slower/faster speeds. Mean TA was lower at the standard versus proximal IMU location in the faster running condition (P = .026), but similar in the slower (P = .643) and self-selected conditions (P = .654). Mean TAs measured at the standard IMU explained more variation in ground reaction force loading rates (r2 = .79-.90; P < .001) compared with those measured at the proximal IMU (r2 = .65-.72; P < .001). These results suggest that careful attention should be given to IMU placement when measuring TAs during running.

附着在胫骨远端的惯性测量单元(imu)是一种经过验证的测量跑步者下肢冲击加速度的方法,称为胫骨加速度(TAs)。然而,没有研究调查IMU放置的小误差的影响,这在现实世界中是可以预期的,自主使用IMU。本研究的目的是评估IMU位置近端小位移对平均TAs的影响,以及TAs与地面反力加载率之间的关系。在指定的标准位置(内踝近1 cm)和标准位置近2 cm处,将imu绑在18名无损伤的跑步者身上。当参与者以自己选择的速度和慢/快10%的速度跑步时,测量ta和地面反作用力。在快速运行条件下,标准位置的平均TA低于IMU近端位置(P = 0.026),但在较慢运行条件下(P = 0.643)和自选条件下(P = 0.654)相似。在标准IMU上测量的平均TAs解释了地面反作用力加载率的更多变化(r2 = 0.79 - 0.90;P < 0.001)与近端IMU测量值相比(r2 = 0.65 - 0.72;P < 0.001)。这些结果表明,在跑步过程中测量ta时,应仔细注意IMU的放置。
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引用次数: 0
Mechanisms of Anterior Cruciate Ligament Tears in Professional National Basketball Association Players: A Video Analysis. 职业篮球运动员前十字韧带撕裂机制:视频分析。
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-06-01 DOI: 10.1123/jab.2022-0266
Adam J Petway, Matthew J Jordan, Scott Epsley, Philip Anloague, Ernest Rimer

A systematic search was performed of online databases for any anterior cruciate ligament (ACL) injuries within the NBA. Video was obtained of injuries occurring during competition and downloaded for 2-dimensional video analysis. Thirty-five in-game videos were obtained for analysis. Of the reviewed cases, 19% were noncontact ACL injuries where there was no player-to-player contact from an opposing player. Three injury mechanism categories were found based on the events at the point of initial ground contact of the foot of the injured limb: single-leg casting (mean dorsiflexion angle 18.9° (14.4°); mean knee flexion angle 15.6° (7.8°); and mean trunk lateral flexion 18.2° (8.4°)); bilateral hop (mean dorsiflexion angle 18.2° (15.2°), mean knee flexion angle 21° (14.5°), mean trunk extension angle 6.9° (11.4°), and landing angle from the athlete's center of mass 47.9° (10.1°)); and single-leg landing after contact (mean abduction angle of the swing leg 105.4° (18.1°), mean knee flexion angle of the injured limb 34.2° (8.0°), and mean trunk ipsilateral flexion angle 22.2° (7.0°)).

一个系统的搜索进行了在线数据库的任何前交叉韧带(ACL)损伤在NBA。获取比赛中受伤的视频,下载进行二维视频分析。获得35个游戏内视频进行分析。在回顾的案例中,19%是非接触性前交叉韧带损伤,即球员与对手球员之间没有接触。根据受伤肢体足部最初接触地面的事件,发现了三种损伤机制:单腿铸造(平均背屈角度18.9°(14.4°));平均膝关节屈曲角度15.6°(7.8°);平均躯干外侧屈曲18.2°(8.4°);双侧跳(平均背屈角度18.2°(15.2°),平均膝关节屈曲角度21°(14.5°),平均躯干伸角6.9°(11.4°),离运动员质心的落点角度47.9°(10.1°));接触后单腿落地(摆腿外展角平均105.4°(18.1°),伤肢膝关节屈曲角平均34.2°(8.0°),躯干同侧屈曲角平均22.2°(7.0°))。
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引用次数: 2
The Effects of Posture and Dynamic Stretching on the Electromechanical Delay of the Paraspinal Muscles. 体位和动态拉伸对棘旁肌机电延迟的影响。
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-06-01 DOI: 10.1123/jab.2022-0271
Richard O Fagbemigun, Melissa Cavallo, Stephen H M Brown

Electromechanical delay (EMD) of muscle is influenced in part by its in-series arrangement with connective tissue. Therefore, studying EMD might provide a better understanding of the muscle-connective tissue interaction. Here, EMD of the thoracic and lumbar erector spinae muscles were investigated under conditions that could influence muscle-connective tissue interaction. A total of 19 participants performed isometric back extension contractions in 3 different postures that influence lumbar spine angle: sitting, standing, and kneeling. They then performed a 15-minute dynamic stretching routine and repeated the standing contractions. Mean lumbar flexion angles of 0.5°, 9.9°, and 19.8° were adopted for standing, kneeling, and sitting, respectively. No statistically significant differences in the thoracic erector spinae EMD were found between the different postures. Lumbar erector spinae EMD was significantly longer in the sitting (94.1 ms) compared to the standing (69.9 ms) condition, with no differences compared to kneeling (79.7 ms). There were no statistically significant differences of the thoracic or lumbar erector spinae EMDs before and after dynamic stretching. These results suggest that dynamic stretching does not affect the mechanical behavior of the muscle-tendon-aponeurosis units in a way that alters force generation and transmission, but a sitting posture can alter how force is transmitted through the musculotendinous complex of the lumbar erector spinae.

肌肉的机电延迟(EMD)部分受其与结缔组织的串联排列的影响。因此,研究EMD可以更好地理解肌肉与结缔组织的相互作用。本文研究了在可能影响肌肉-结缔组织相互作用的条件下,胸和腰竖脊肌的EMD。共有19名参与者以3种影响腰椎角度的不同姿势(坐、站和跪)进行等距背部伸展收缩。然后,他们进行了15分钟的动态拉伸,并重复站立收缩。站立、跪、坐时腰屈平均角度分别为0.5°、9.9°、19.8°。不同体位的胸竖脊肌EMD差异无统计学意义。与站立(69.9 ms)相比,坐着(94.1 ms)时腰竖肌脊柱EMD明显更长,与跪着(79.7 ms)相比没有差异。动态拉伸前后胸、腰竖脊肌emd差异无统计学意义。这些结果表明,动态拉伸不会影响肌肉-肌腱-腱膜单元的机械行为,从而改变力的产生和传递,但坐姿可以改变力如何通过腰竖脊肌肌腱复合体传递。
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引用次数: 0
Lower Extremity Inverse Kinematics Results Differ Between Inertial Measurement Unit- and Marker-Derived Gait Data. 下肢逆运动学结果不同于惯性测量单元和标记派生的步态数据。
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-06-01 DOI: 10.1123/jab.2022-0194
Jocelyn F Hafer, Julien A Mihy, Andrew Hunt, Ronald F Zernicke, Russell T Johnson

In-lab, marker-based gait analyses may not represent real-world gait. Real-world gait analyses may be feasible using inertial measurement units (IMUs) in combination with open-source data processing pipelines (OpenSense). Before using OpenSense to study real-world gait, we must determine whether these methods estimate joint kinematics similarly to traditional marker-based motion capture (MoCap) and differentiate groups with clinically different gait mechanics. Healthy young and older adults and older adults with knee osteoarthritis completed this study. We captured MoCap and IMU data during overground walking at 2 speeds. MoCap and IMU kinematics were computed with OpenSim workflows. We tested whether sagittal kinematics differed between MoCap and IMU, whether tools detected between-group differences similarly, and whether kinematics differed between tools by speed. MoCap showed more anterior pelvic tilt (0%-100% stride) and joint flexion than IMU (hip: 0%-38% and 61%-100% stride; knee: 0%-38%, 58%-89%, and 95%-99% stride; and ankle: 6%-99% stride). There were no significant tool-by-group interactions. We found significant tool-by-speed interactions for all angles. While MoCap- and IMU-derived kinematics differed, the lack of tool-by-group interactions suggests consistent tracking across clinical cohorts. Results of the current study suggest that IMU-derived kinematics with OpenSense may enable reliable evaluation of gait in real-world settings.

在实验室中,基于标记的步态分析可能不能代表现实世界的步态。使用惯性测量单元(imu)结合开源数据处理管道(OpenSense),现实世界的步态分析可能是可行的。在使用OpenSense研究真实世界的步态之前,我们必须确定这些方法对关节运动学的估计是否与传统的基于标记的运动捕捉(MoCap)相似,并区分临床不同步态力学的组。健康的年轻人和老年人以及患有膝骨关节炎的老年人完成了这项研究。我们以2种速度在地上行走时捕获动作捕捉和移动单元数据。使用OpenSim工作流计算动作捕捉和IMU运动学。我们测试了MoCap和IMU之间的矢状位运动学是否不同,工具是否同样检测到组间差异,以及工具之间的运动学是否因速度而不同。动作捕捉显示骨盆前倾(0%-100%步幅)和关节屈曲比IMU(髋关节:0%-38%和61%-100%步幅;膝关节:0%-38%,58%-89%,步幅95%-99%;脚踝:6%-99%步幅)。各组之间没有明显的相互作用。我们在各个角度都发现了显著的工具速度交互。虽然MoCap和imu衍生的运动学不同,但缺乏工具组间的相互作用表明在临床队列中有一致的跟踪。目前的研究结果表明,使用OpenSense的imu导出的运动学可以在现实环境中可靠地评估步态。
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引用次数: 2
Inertial Sensor-Based Estimation of Temporal Events in Skating Sub-Techniques While In-Field Roller Skiing. 基于惯性传感器的现场轮滑滑子技术时间事件估计。
IF 1.4 4区 医学 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2023-06-01 DOI: 10.1123/jab.2022-0073
Frédéric Meyer, Magne Lund-Hansen, Jan Kocbach, Trine M Seeberg, Øyvind B Sandbakk, Andreas Austeng

The aim of this study was to test and adapt a treadmill-developed method for determination of inner-cycle parameters and sub-technique in cross-country roller ski skating for a field application. The method is based on detecting initial and final ground contact of poles and skis during cyclic movements. Eleven athletes skied 4 laps of 2.5 km at low- and high-endurance intensities, using 2 types of skis with different rolling coefficients. Participants were equipped with inertial measurement units attached to their wrists and skis, and insoles with pressure sensors and poles with force measurements were used as reference systems. The method based on inertial measurement units was able to detect >97% of the temporal events detected with the reference system. The inner-cycle temporal parameters had a precision ranging from 49 to 59 milliseconds, corresponding to 3.9% to 13.7% of the corresponding inner-cycle duration. Overall, this study showed good reliability of using inertial measurement units on athletes' wrists and skis to determine temporal events, inner-cycle parameters, and the performed sub-techniques in cross-country roller ski skating in field conditions.

本研究的目的是测试和采用跑步机开发的方法来确定越野轮滑的内循环参数和子技术,并将其应用于现场应用。该方法是基于检测在循环运动中雪杖和滑雪板的初始和最终地面接触。11名运动员使用两种不同滚动系数的滑雪板,在低耐力和高耐力强度下滑了4圈2.5公里。参与者的手腕和滑雪板上都配备了惯性测量装置,鞋垫上装有压力传感器,鞋杆上装有力测量装置,作为参考系统。基于惯性测量单元的方法能够检测到参考系统检测到的>97%的时间事件。内周期时间参数的精度范围为49 ~ 59毫秒,对应于相应内周期时间的3.9% ~ 13.7%。总体而言,本研究表明,在野外条件下,使用运动员手腕和滑雪板上的惯性测量装置来确定越野轮滑的时间事件、内循环参数和执行的子技术具有良好的可靠性。
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引用次数: 1
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