Real-time motion control of robotic manipulators for safe human-robot coexistence

被引:43
|
作者
Merckaert, Kelly [1 ,2 ]
Convens, Bryan [1 ,3 ]
Wu, Chi-ju [4 ]
Roncone, Alessandro [4 ]
Nicotra, Marco M. [5 ]
Vanderborght, Bram [1 ,3 ]
机构
[1] Vrije Univ Brussel, Dept Mech Engn, Robot & Multibody Mech R&MM, Brussels, Belgium
[2] Flanders Make, Leuven, Belgium
[3] IMEC, Leuven, Belgium
[4] Univ Colorado, Dept Comp Sci, Human Interact & RObot HIRO, Boulder, CO 80309 USA
[5] Univ Colorado, Dept Elect Comp & Energy Engn, Robot Optimizat & Constrained Control ROCC, Boulder, CO 80309 USA
关键词
Human-robot collaboration; Collision avoidance; Constrained control; Robot arm; MODEL-PREDICTIVE CONTROL; COLLISION-AVOIDANCE; OPTIMIZATION; DESIGN; SPEED;
D O I
10.1016/j.rcim.2021.102223
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper introduces a computationally efficient control scheme for safe human-robot interaction. The method relies on the Explicit Reference Governor (ERG) formalism to enforce input and state constraints in real-time, thus ensuring that the robot can safely operate in close proximity to humans. The resulting constrained control method can steer the robot arm to the desired end-effector pose (or a steady-state admissible approximation thereof) in the presence of actuator saturation, limited joint ranges, speed limits, static obstacles, and humans. The effectiveness of the proposed solution is supported by theoretical results and numerous experimental validations on the Franka Emika Panda robotic manipulator, a commercially available collaborative 7-DOF robot arm.
引用
收藏
页数:14
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