索驱动平行弹性髋外骨骼柔性运动辅助系统的新设计与速度自适应控制

IF 7.5 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Jing Zhang , Aibin Zhu , Bingsheng Bao , Xinyu Wu , Chunli Zheng , Meng Li , Jing Wang , Yu Zhang , Xue Wu , Xiao Li
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引用次数: 0

摘要

机器人髋关节外骨骼在增强人体运动能力方面具有巨大的潜力。然而,刚性结构和预定义的控制律限制了它们在动态人机交互中的顺应性和适应性。本文研究了一种新型的平行弹性髋外骨骼,用于人体运动辅助。外骨骼利用远程电缆驱动系统来提高顺应性,并在臀部可穿戴部件上结合平行弹性机构,通过产生补偿扭矩来提高驱动器的能量效率。在外骨骼控制方面,基于自适应振荡器估计的用户步态相位和髋关节运动频率,实现了一种速度自适应力矩控制策略,实时调节辅助力矩。该系统在7名健康受试者身上进行了测试,初步结果表明,并联弹性元件通过能量转换使电机峰值转矩降低了40.2%。该控制器具有优异的转矩跟踪性能,并能有效地提取出不同行走速度的人体步态特征,且与髋关节频率相关(R2 = 0.89)。此外,髋关节外骨骼显着减少了用户的峰值髋关节力矩和肌肉活动,同时保持了自然运动学。平行弹性髋关节外骨骼显示出强大的自适应辅助能力,有望在实际应用中增强运动能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Novel design and speed-adaptive control of a cable-driven parallel elastic hip exoskeleton for compliant locomotion assistance
Robotic hip exoskeletons hold enormous potential to enhance human locomotion. However, the rigid structures and predefined control laws limit their compliance and adaptability during dynamic human-robot interactions. Here, a novel parallel elastic hip exoskeleton is developed for human locomotion assistance. The exoskeleton utilizes a remote cable actuation system to improve compliance and incorporates a parallel elastic mechanism at the hip wearable components to enhance actuator energy efficiency by generating a compensatory torque. For exoskeleton control, a speed-adaptive torque control strategy is implemented to modulate the assistance torque in real time, based on the user’s gait phase and hip movement frequency estimated by adaptive oscillators. The system was tested on seven healthy subjects, and preliminary results indicate that the parallel elastic element achieves a 40.2 % reduction in peak motor torque through energy conversion. The controller exhibits excellent torque tracking performance and effectively extracts human gait features across walking speeds with hip frequency correlation (R2 = 0.89). Furthermore, the hip exoskeleton significantly reduced users’ peak hip moments and muscle activity while preserving natural kinematics. The parallel elastic hip exoskeleton demonstrates strong adaptive assistive capabilities and is expected to enhance locomotion in real-world applications.
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来源期刊
Expert Systems with Applications
Expert Systems with Applications 工程技术-工程:电子与电气
CiteScore
13.80
自引率
10.60%
发文量
2045
审稿时长
8.7 months
期刊介绍: Expert Systems With Applications is an international journal dedicated to the exchange of information on expert and intelligent systems used globally in industry, government, and universities. The journal emphasizes original papers covering the design, development, testing, implementation, and management of these systems, offering practical guidelines. It spans various sectors such as finance, engineering, marketing, law, project management, information management, medicine, and more. The journal also welcomes papers on multi-agent systems, knowledge management, neural networks, knowledge discovery, data mining, and other related areas, excluding applications to military/defense systems.
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