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Development of a 3D workspace shoulder assessment tool incorporating electromyography and an inertial measurement unit—a preliminary study

机译:结合肌电图和惯性测量单元的3D工作区肩膀评估工具的开发—初步研究

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摘要

Traditional shoulder range of movement (ROM) measurement tools suffer from inaccuracy or from long experimental setup times. Recently, it has been demonstrated that relatively low-cost wearable inertial measurement unit (IMU) sensors can overcome many of the limitations of traditional motion tracking systems. The aim of this study is to develop and evaluate a single IMU combined with an electromyography (EMG) sensor to monitor the 3D reachable workspace with simultaneous measurement of deltoid muscle activity across the shoulder ROM. Six volunteer subjects with healthy shoulders and one participant with a ‘frozen’ shoulder were recruited to the study. Arm movement in 3D space was plotted in spherical coordinates while the relative EMG intensity of any arm position is presented graphically. The results showed that there was an average ROM surface area of 27291 ± 538 deg2 among all six healthy individuals and a ROM surface area of 13571 ± 308 deg2 for the subject with frozen shoulder. All three sections of the deltoid show greater EMG activity at higher elevation angles. Using such tools enables individuals, surgeons and physiotherapists to measure the maximum envelope of motion in conjunction with muscle activity in order to provide an objective assessment of shoulder performance in the voluntary 3D workspace. >Graphical abstractThe aim of this study is to develop and evaluate a single IMU combined with an electromyography (EMG) sensor to monitor the 3D reachable workspace with simultaneous measurement of deltoid muscle activity across the shoulder ROM. The assessment tool consists of an IMU sensor, an EMG sensor, a microcontroller and a Bluetooth module. The assessment tool was attached to subjects arm. Individuals were instructed to move their arms with the elbow fully extended. They were then asked to provide the maximal voluntary elevation envelope of the arm in 3D space in multiple attempts starting from a small movement envelope going to the biggest possible in four consecutive circuits. The results showed that there was an average ROM surface area of 27291 ± 538 deg2 among all six healthy individuals and a ROM surface area of 13571 ± 308 deg2 for the subject with frozen shoulder. All three sections of the deltoid show greater EMG activity at higher elevation angles. Using such tools enables individuals, surgeons and physiotherapists to measure the maximum envelope of motion in conjunction with muscle activity in order to provide an objective assessment of shoulder performance in the voluntary 3D workspace.
机译:传统的肩关节活动度(ROM)测量工具存在精度不高或实验设置时间长的问题。最近,已经证明相对低成本的可穿戴惯性测量单元(IMU)传感器可以克服传统运动跟踪系统的许多限制。这项研究的目的是开发和评估单个IMU与肌电图(EMG)传感器相结合,以监控3D可到达的工作空间,同时测量跨肩ROM的三角肌活动。该研究招募了六名肩膀健康的志愿者受试者和一名肩膀“冻僵”的参与者。将3D空间中的手臂运动绘制在球坐标上,同时以图形方式显示任何手臂位置的相对EMG强度。结果显示,所有六个健康个体的平均ROM表面积为27291±538 deg 2 ,受试者的ROM表面积为13571±308 deg 2 肩膀冻僵三角肌的所有三个部分在较高的仰角下均显示出较高的EMG活动。使用此类工具可使个人,外科医生和物理治疗师结合肌肉活动测量最大运动幅度,以便客观评估自愿3D工作区中的肩膀表现。 <!-fig ft0-> <!-fig @ position =“ anchor” mode =文章f4-> <!-fig mode =“ anchred” f5-> >图形摘要<!-图/图形|无花果/替代品/图形模式=“锚定” m1-> <!-标题a7->本研究的目的是开发和评估结合肌电图(EMG)传感器的单个IMU进行监测3D可达工作空间,同时测量肩部ROM上的三角肌活动。评估工具包括IMU传感器,EMG传感器,微控制器和蓝牙模块。评估工具连接到受试者手臂。指示个人在完全伸展肘部的情况下移动手臂。然后,他们被要求在3D空间中提供手臂的最大自愿仰角包络,这是多次尝试,即从小的运动包络开始,到四个连续回路中的最大可能包络。结果表明,所有六个健康个体的平均ROM表面积为27291±538度,而肩周炎的受试者的ROM表面积为13571±308度。三角肌的所有三个部分在较高的仰角下均显示出较高的EMG活动。使用此类工具可使个人,外科医生和物理治疗师结合肌肉活动测量最大运动幅度,以便客观评估自愿3D工作区中的肩膀表现。

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