arXiv:2604.20557cs.RO2026-04被引 2

提出一种稳定可变阻抗共享控制的新方法,提升机器人协作安全性与灵活性。

Passive Variable Impedance For Shared Control

  • 通过缩放输出力矩的加法重构阻抗与仲裁机制,实现动态调整
  • 解决闭环系统中非被动性问题,保证系统稳定性
  • 支持任意时变刚度矩阵和权重,适用于复杂人机协作场景

共享控制常通过阻抗控制实现机械臂对目标位姿的跟踪。控制器的引导行为由刚度增益决定,其可随时间变化以实现自适应引导。当同时跟踪多个具有不同重要性的目标位姿时,需对各控制器输出力矩进行时变加权仲裁。本文研究了阻抗控制中可变刚度及多控制器力矩仲裁的稳定性问题,将二者统一为整体框架,并识别出闭环系统的非被动性,提出相应的系统被动化方法。所提方法能稳定标准阻抗控制器,支持任意时变的矩阵型刚度与仲裁因子(含非对角项),无需限制设计形式。在仿真及多类真实机器人系统上验证了有效性,展示了多种可调行为,满足不同共享控制需求。

原文摘要 · Abstract (English)

Shared Control methods often use impedance control to track target poses in a robotic manipulator. The guidance behavior of such controllers is shaped by the used stiffness gains, which can be varying over time to achieve an adaptive guiding. When multiple target poses are tracked at the same time with varying importance, the corresponding output wrenches have to be arbitrated with weightings changing over time. In this work, we study the stabilization of both variable stiffness in impedance control as well as the arbitration of different controllers through a scaled addition of their output wrenches, reformulating both into a holistic framework. We identify passivity violations in the closed loop system and provide methods to passivate the system. The resulting approach can be used to stabilize standard impedance controllers, allowing for the development of novel and flexible shared control methods. We do not constrain the design of stiffness matrices or arbitration factors; both can be matrix-valued including off-diagonal elements and change arbitrarily over time. The proposed methods are furthermore validated in simulation as well as in real robot experiments on different systems, proving their effectiveness and showcasing different behaviors which can be utilized depending on the requirements of the shared control approach.

共享控制阻抗控制机器人协作

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