外骨骼控制系统中的灵敏度调节技术

I. Ermolov, M. Knyazkov, E. Semenov, A. N. Sukhanov
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引用次数: 1

摘要

外骨骼系统在控制回路中包含一个人类操作员,这对应用的控制算法和运动速度施加了限制。机器人技术是连接计算、生物学、化学、材料科学、机械工程的最新物理人工智能的中心主题。本研究探讨了在控制回路中包含人类操作员的机器人外骨骼系统,该系统对应用的控制算法和运动速度施加了限制。目前,在外骨骼控制算法的研究项目中有许多任务。这些任务包括考虑由于长时间控制外骨骼而引起的疲劳。由于操作单调,操作人员疲劳,导致控制效率下降,定位误差随着时间的推移而增大。当使用人体生物电位进行控制时,另一项任务是补偿操作员震颤对控制信号的影响。另外,一个非常重要的因素是执行器对外部和内部力的瞬态特性变化的适应。本文描述了一种位于肘关节的直流电驱动臂外骨骼装置的测试结果,以及一种基于操作者肱二头肌和肱三头肌肌电图的控制算法。介绍了IPMech RAS机器人与机电一体化实验室研制的实验台的结构和特点。提出了外骨骼控制系统的灵敏度调节技术。
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The Sensitivity Adjustment Technique Within the Exoskeleton Control System
An exoskeleton system contains a human operator in the control loop, which imposes restrictions on the applied control algorithms and movement speed. Robotics is the central topic of the latest physical artificial intelligence that links computing, biology, chemistry, material science, mechanical engineering. This study explores the robotic exoskeleton system that contains a human operator in the control loop, which imposes restrictions on the applied control algorithms and movement speed. At the moment, there are a number of tasks in research projects towards exoskeleton control algorithms. These tasks include consideration of fatigue of a person arising from the control of the exoskeleton over long period of time. Operator’s fatigue, as a result of the monotonous operations, leads to the fact that the control efficiency decreases, and the positioning error will increase over time. Another task when controlling using human biopotentials is compensation of the influence of the operator's tremor on the control signal. Also, a very important factor is the adaptation of actuators to a change in the transient characteristics of external and internal forces. This article describes the results of tests of an arm exoskeleton device with DC drive located in the elbow joint and a control algorithm based on an electromyogram of the biceps brachii and triceps brachii of the operator. The structure and features of the experimental stand developed in the laboratory of robotics and mechatronics of IPMech RAS are shown. The sensitivity adjustment technique within the exoskeleton control system is proposed.
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