用分布式触觉传感器实现人形机器人全身多点接触运动
Whole-body Multi-contact Motion Control for Humanoid Robots Based on Distributed Tactile Sensors
- 在肢体中间部位贴装柔性触觉传感器,感知非末端接触力
- 触觉反馈使全身多接触运动在干扰下更稳定,提升抗扰能力
- 适用于复杂狭小环境下的高精度人形机器人操作
为使人形机器人在狭小空间中稳健工作,需实现不仅在手、脚等末端,也包括膝、肘等肢体中部区域的多点接触运动。本文开发了一种基于人形机器人全身多点接触运动的方法,通过在肢体表面贴附可变形的片状分布式触觉传感器,测量接触力且不显著改变机器人本体形状。将先前专用于末端接触的多接触运动控制器扩展至支持中间部位接触,并结合力/力矩传感器与分布触觉传感器进行反馈控制以稳定机器人运动。动态仿真验证表明,所提触觉反馈能有效提升全身多接触运动在扰动和环境误差下的稳定性。此外,真实尺寸人形机器人RHP Kaleido成功演示了全身多接触动作,如前移时以前臂支撑身体,以及坐姿状态下通过大腿接触保持平衡。
原文摘要 · Abstract (English)
To enable humanoid robots to work robustly in confined environments, multi-contact motion that makes contacts not only at extremities, such as hands and feet, but also at intermediate areas of the limbs, such as knees and elbows, is essential. We develop a method to realize such whole-body multi-contact motion involving contacts at intermediate areas by a humanoid robot. Deformable sheet-shaped distributed tactile sensors are mounted on the surface of the robot's limbs to measure the contact force without significantly changing the robot body shape. The multi-contact motion controller developed earlier, which is dedicated to contact at extremities, is extended to handle contact at intermediate areas, and the robot motion is stabilized by feedback control using not only force/torque sensors but also distributed tactile sensors. Through verification on dynamics simulations, we show that the developed tactile feedback improves the stability of whole-body multi-contact motion against disturbances and environmental errors. Furthermore, the life-sized humanoid RHP Kaleido demonstrates whole-body multi-contact motions, such as stepping forward while supporting the body with forearm contact and balancing in a sitting posture with thigh contacts.
Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。