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

被引:41
|
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
相关论文
共 50 条
  • [1] A real-time hierarchical control method for safe human-robot coexistence
    Liu, Baolin
    Rocco, Paolo
    Zanchettin, Andrea Maria
    Zhao, Fei
    Jiang, Gedong
    Mei, Xuesong
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2024, 86
  • [2] Real-time constraint-based planning and control of robotic manipulators for safe human-robot collaboration
    Merckaert, Kelly
    Convens, Bryan
    Nicotra, Marco M.
    Vanderborght, Bram
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2024, 87
  • [3] Hybrid control of manipulators in human-robot coexistence scenarios
    Casalino, Andrea
    Rocco, Paolo
    Prandini, Maria
    2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), 2018, : 1172 - 1177
  • [4] Real-time human motion analysis for human-robot interaction
    Molina-Tanco, L
    Bandera, JP
    Marfil, R
    Sandoval, F
    2005 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-4, 2005, : 1808 - 1813
  • [5] Real-time fine motion control of robot manipulators with unknown dynamics
    Yang, SX
    Meng, M
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2001, 8 (03): : 339 - 358
  • [6] Impedance Control of Redundant Manipulators for Safe Human-Robot Collaboration
    Ficuciello, Fanny
    Villani, Luigi
    Siciliano, Bruno
    ACTA POLYTECHNICA HUNGARICA, 2016, 13 (01) : 223 - 238
  • [7] Real-time arm motion imitation for human-robot tangible interface
    Choi, Yukyung
    Ra, SyungKwon
    Kim, Soowhan
    Park, Sung-Kee
    INTELLIGENT SERVICE ROBOTICS, 2009, 2 (02) : 61 - 69
  • [9] REAL-TIME SVD FOR THE CONTROL OF REDUNDANT ROBOTIC MANIPULATORS
    MACIEJEWSKI, AA
    IEEE INTERNATIONAL CONFERENCE ON SYSTEMS ENGINEERING ///, 1989, : 549 - 552
  • [10] A real-time approach for singularity avoidance in resolved motion rate control of robotic manipulators
    Marani, G
    Kim, J
    Yuh, J
    Chung, WK
    2002 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS I-IV, PROCEEDINGS, 2002, : 1973 - 1978