TY - JOUR
T1 - Safety Control for UR-Type Robotic Manipulators via High-Order Control Barrier Functions and Analytical Inverse Kinematics
AU - Lin, Juncheng
AU - Zhai, Di Hua
AU - Xiong, Yuhan
AU - Xia, Yuanqing
N1 - Publisher Copyright:
© 1982-2012 IEEE.
PY - 2024/6/1
Y1 - 2024/6/1
N2 - In robotics field, safety is an extensively researched subject. This article proposes an approach, which is based on high-order control barrier functions (HOCBFs) and computed torque control (CTC), for UR-type manipulators to guarantee safety while minimizing input changes. Since modeling accuracy influences the final performance, a novel analytic solution of inverse kinematics is proposed in this article with complete singularity analysis. Using CTC to construct a nominal controller, a quadratic program (QP) is formed by combining it with designed HOCBF constraints. Solving the QP, trajectory tracking can be achieved under particular safety constraints. The proposed approach has been validated on the UR3 robot in simulation and experiment, taking an obstacle avoidance task as safety constraints.
AB - In robotics field, safety is an extensively researched subject. This article proposes an approach, which is based on high-order control barrier functions (HOCBFs) and computed torque control (CTC), for UR-type manipulators to guarantee safety while minimizing input changes. Since modeling accuracy influences the final performance, a novel analytic solution of inverse kinematics is proposed in this article with complete singularity analysis. Using CTC to construct a nominal controller, a quadratic program (QP) is formed by combining it with designed HOCBF constraints. Solving the QP, trajectory tracking can be achieved under particular safety constraints. The proposed approach has been validated on the UR3 robot in simulation and experiment, taking an obstacle avoidance task as safety constraints.
KW - Computed torque control (CTC)
KW - control barrier functions (CBFs)
KW - safety control
UR - http://www.scopus.com/inward/record.url?scp=85166337869&partnerID=8YFLogxK
U2 - 10.1109/TIE.2023.3296810
DO - 10.1109/TIE.2023.3296810
M3 - Article
AN - SCOPUS:85166337869
SN - 0278-0046
VL - 71
SP - 6150
EP - 6160
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
IS - 6
ER -