arXiv:2505.14486cs.RO2025-05被引 3

无需力传感器的遥操作框架,让操作者在重载机械臂上获得沉浸感与高透明度控制。

Robust Immersive Bilateral Teleoperation of Beyond-Human-Scale Systems with Enhanced Transparency and Sense of Embodiment

  • 用虚拟现实+分布式触觉反馈提升操作者身体感知和控制透明度。
  • 支持1:13运动缩放和1:1000力缩放下的高精度跟踪,延迟达150毫秒仍稳定。
  • 10名参与者测试显示76.4%的身体感知度,男女皆宜,适合重型机械操控场景。

在人机协同系统如遥操作中,尤其是涉及重型机械臂时,实现高性能需兼顾鲁棒控制与强人机参与感。本文提出一种面向超人体尺度机器人的双边遥操作框架,通过沉浸式虚拟现实界面与分布式的触觉反馈,增强操作者的控制透明度及身体感知(SoE),包括自主感与自我定位感。为实现这一目标,设计了无力传感器的鲁棒控制架构,解决输入非线性、主从设备不对称性、未知不确定性及任意时间延迟问题。将人-机器人增强型动力学模型引入控制回路以提升控制器对人类行为的适应性。理论分析表明闭环系统具有半全局一致最终有界性,确保对实际不确定性的鲁棒性。大量真实实验验证了在高达1:13运动缩放和1:1000力缩放下仍保持高精度跟踪,证明其显著性能。同时,建立运动跟踪与力反馈/跟踪间的稳定性-透明度权衡,适用于单向固定延迟达150毫秒及变延迟通信场景。10名参与者(9男1女)的用户研究结果显示,系统可实现76.4%的高水平身体感知度,且使用友好,无性别差异。这些成果对于大型重型机械臂应用具有重要意义。

原文摘要 · Abstract (English)

In human-in-the-loop systems such as teleoperation, especially those involving heavy-duty manipulators, achieving high task performance requires both robust control and strong human engagement. This paper presents a bilateral teleoperation framework for beyond-human-scale robotic systems that enhances the transparency and the operator's sense of embodiment (SoE), specifically, the senses of agency and self-location, through an immersive virtual reality interface and distributed haptic feedback. To support this embodiment and establish high level of motion and force transparency, we develop a force-sensorless, robust control architecture that tackles input nonlinearities, master-surrogate asymmetries, unknown uncertainties, and arbitrary time delays. A human-robot augmented dynamic model is integrated into the control loop to enhance human-adaptability of the controller. Theoretical analysis confirms semi-global uniform ultimate boundedness of the closed-loop system, guaranteeing the robustness to the real-world uncertainties. Extensive real-world experiments demonstrate high accuracy tracking under up to 1:13 motion scaling and 1:1000 force scaling, showcasing the significance of the results. Additionally, the stability-transparency tradeoff for motion tracking and force reflection and tracking is established up to 150 ms of one-way fix and time-varying communication delays. The results of user study with 10 participants (9 male and 1 female) demonstrate that the system can imply a good level of SoE (76.4%), at the same time is very user friendly with no gender limitation. These results are significant given the scale and weight of the heavy-duty manipulators.

遥操作沉浸式控制重型机械触觉反馈

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