步态障碍者在跑步机运动中的自我心率控制:案例研究

Hanjie Wang, Diana Guimaraes, Tobias Nef, Kenneth J. Hunt
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引用次数: 0

摘要

先前的一项研究发现,健康参与者可以使用自节奏(SP)心率(HR)控制系统。这项工作的目的是调查自拍心率控制系统是否可以在一名步态障碍参与者身上实现精确的心率控制,并评估其与现有的电机驱动体重支撑(BWS)系统之间的相互作用。我们完成了三项初步测试,以确定目标心率曲线的适当平均值和振幅,并确定一个定制的心率响应模型。定制的心率控制器提高了心率控制的准确性,减少了跑步机目标速度的振荡:均方根心率跟踪误差(RMSE)为 2.38次/分(bpm)对3.91次/分(定制控制器对标称控制器),跑步机目标速度的平均变化功率为0.4 × 10-4 m2/s2对8.4 × 10-4 m2/s2。BWS 系统提高了心率跟踪的准确性:心率跟踪的均方根误差为 3.02 bpm vs. 3.50 bpm(使用 BWS 系统 vs. 不使用 BWS 系统)。BWS 系统对自动位置控制精度没有影响:在对心率补偿器进行定制后,自节奏心率控制系统可以实现对步态障碍者的精确心率控制,并能与 BWS 系统正确互动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Self-paced heart rate control during treadmill exercise for persons with gait impairment: a case study
A self-paced (SP) heart rate (HR) control system proposed in a previous study was found to be feasible for healthy participants. The aims of this work were to investigate whether the SP HR control system is feasible to achieve accurate HR control in a participant with gait impairments, and to assess its interaction with an existing motor-driven body weight support (BWS) system.One participant with cerebral palsy was recruited in this case study. Three preliminary tests were completed to determine the appropriate mean value and amplitude of the target heart rate curve, and to identify a customised heart rate response model. Two series of formal self-paced heart rate control tests were then conducted to investigate the influence of different heart rate compensators and the presence of the BWS system.The customised heart rate controller achieved improved accuracy in heart rate control and reduced oscillation in the treadmill target speed: the root-mean-square heart rate tracking error (RMSE) was 2.38 beats per minute (bpm) vs. 3.91 bpm (customised controller vs. nominal controller), and the average power of changes in the treadmill target speed was 0.4 × 10−4 m2/s2 vs. 8.4 × 10−4 m2/s2. The BWS system resulted in improved HR tracking accuracy: RMSE on heart rate tracking was 3.02 bpm vs. 3.50 bpm (with BWS vs. without BWS). The BWS system had no influence on the automatic position control accuracy: RMSE on distance tracking was 0.0159 m vs. 0.0164 m.After customising the heart rate compensator, the self-paced heart rate control system is feasible to achieve accurate heart rate control in an individual with gait impairments, and it can correctly interact with the BWS system.
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