一个模块化框架,用于控制下肢外骨架的任务不可知,能量塑造控制.
Jianping Lin1, Gray C Thomas2, Nikhil V Divekar3
1State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China. He was with the Department of Robotics, University of Michigan, Ann Arbor, MI 48109, USA.
概括
一个新的控制框架,模块化多任务最佳能量塑造 (M-TOES),使下肢外骨架能够稳定地协助日常活动. 单边M-TOES控制器在各种任务中显著降低了身体健康的用户的肌肉激活.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 生物力学 生物力学
- 控制系统 控制系统
背景情况:
- 可反向驱动的下肢外骨架可以帮助有能力的用户和那些有走路障碍的人.
- 现有的控制框架在各种日常活动和外骨架配置中缺乏稳定性和多功能性.
研究的目的:
- 介绍模块化,多任务最佳能量塑造 (M-TOES) 框架,用于稳定,可适应的外骨控制.
- 开发一种数据驱动的优化方法,用于训练分析控制模型.
主要方法:
- 使用凸起式,数据驱动优化开发了M-TOES框架.
- 训练有素的分析控制模型,用于确定各种活动的辅助联合扭矩.
- 在模块化的可逆行下肢卸载外骨架 (M-BLUE) 上评估控制器,在座立,楼梯,坡道和水平行走上有八名健身用户.
主要成果:
- M-TOES框架展示了一个模块化能源基础,能够适应规范的人类关节扭矩.
- 单边M-TOES控制器配置显著降低了所有任务的整体肌肉激活 (p < 0.001).
- 双边配置的影响最小,可能是由于设备的重量和物理限制.
结论:
- M-TOES框架为各种活动中下肢外骨架提供了一个可证明稳定的控制解决方案.
- 单边配置在外骨架辅助运动中减轻用户肌肉劳动的承诺.
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