神经肌肉接口通过合作机器人的演示来推进动感和远程操作编程
IEEE transactions on haptics
|October 22, 2024
概括
本研究介绍了一种新的可穿戴界面,使用表面电肌学 (sEMG) 进行直观的协作机器人编程. 它可以同时控制机器人合规和抓手动作,增强通过演示编程 (PbD) 任务.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 人与机器人的交互
- 神经科学是一个神经科学.
背景情况:
- 协作机器人的示范编程 (PbD) 需要直观的方法来添加复杂的编程输入.
- 现有的PbD技术往往难以在不破坏演示过程的情况下整合额外的编程维度.
研究的目的:
- 开发和评估可穿戴的人机接口,以增强通过演示编程 (PbD) 的功能.
- 通过神经肌肉信号,同时实现机器人合规性和抓手功能的直观编程.
主要方法:
- 使用可穿戴界面通过表面电肌图 (sEMG) 测量前臂肌肉合收缩水平.
- 实现了手部硬化调制,用于额外的编程输入,并补充了振动反.
- 在执行工业布线任务的协作机器人上测试了框架.
主要成果:
- 在跨学科的工业布线任务中取得了100%的成功率.
- 振动感应反可以平均减少33%的编程错误.
- 试验对象表现出精确调节肌肉共同收缩水平.
结论:
- 拟议的神经肌肉界面为增强协作机器人中的PbD提供了一个直观的方法.
- 该框架有效地将结构化编程逻辑集成到远程操作和动感教学中.
- 这种方法为复杂的机器人任务的人机交互提供了显著的进步.
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