Applying the Popov-Vereshchagin Hybrid Dynamics Solver for Teleoperation under Instantaneous Constraints

Padmaja Kulkarni, Sven Schneider, Maren Bennewitz, D. Schulz, P. Plöger
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Abstract

Teleoperation is still the de-facto mode of operation for robotic manipulators in hazardous and unknown environments. The objective is to move the manipulator under the influence of a plenitude of constraints, mainly following the human operator's commands, but also the avoidance of adverse effects such as joint limits or the exertion of external forces. A classic approach to incorporate such non-instantaneous behavior into the instantaneous motion of the kinematic chain is the Closed-Loop Inverse Kinematics (CLIK) control scheme. In this paper, we present PV-CLIK, a novel CLIK realization that for the first time practically applies the Popov-Vereshchagin (PV) hybrid dynamics solver to map the instantaneous constraints to motion commands. By relying on the PV solver, PV-CLIK offers several benefits over traditional CLIK implementations such as linear runtime complexity, handling constraints on the dynamics level or fostering composable software architectures. In the experimental evaluation, we show that our implementation of PV-CLIK outperforms existing kinematics solvers in Cartesian trajectory-following tasks at high velocities.
瞬时约束下遥操作的Popov-Vereshchagin混合动力学求解器
远程操作仍然是机器人在危险和未知环境中的实际操作模式。目标是在充分约束的影响下移动机械手,主要是遵循人类操作员的命令,但也要避免不利影响,如关节限制或外力的作用。将这种非瞬时行为纳入运动链的瞬时运动的经典方法是闭环逆运动学(CLIK)控制方案。在本文中,我们提出了PV-CLIK,这是一种新颖的CLIK实现,首次实际应用Popov-Vereshchagin (PV)混合动力学求解器将瞬时约束映射到运动命令。通过依赖PV求解器,PV-CLIK比传统的CLIK实现提供了几个优点,例如线性运行时复杂性,处理动态级别的约束或培养可组合的软件架构。在实验评估中,我们表明我们的pv - click实现在高速下的笛卡尔轨迹跟踪任务中优于现有的运动学求解器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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