TY - JOUR
T1 - Simple-Rotation Angle/Axis Representations Based Second-Order Impedance Control
AU - Gong, Chenwei
AU - Zhao, Fei
AU - Liao, Zhiwei
AU - Tao, Tao
AU - Wang, Xiao
AU - Mei, Xuesong
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2024/6/1
Y1 - 2024/6/1
N2 - Since the difference in angular velocity is used as the derivative of the orientation error in the classical impedance control, there is no longer a form of the second-order differential equation (SODE), and there is non-linearity in the classical impedance control, which limits applications. To address this problem, this article uses simple-rotation angle/axis representations (SRAAR), as well as their derivatives, to describe the end-effector's orientation displacement and its derivatives in impedance control. As a result, an SRAAR-based second-order impedance control, whose dynamic relationship has the form of SODE, is proposed. Furthermore, as a direct application of the proposed SRAAR-based second-order impedance control, an adaptive control method is also proposed to deal with the problem of uncertain dynamic parameters so that the desired dynamic relationship can be accurately realized. A simulation is carried out to show the difference between the classical impedance control and the proposed impedance control. Experiments on the Franka Emika Panda have been conducted, and the results validate the effectiveness of the proposed adaptive control, which also verifies the correctness of the proposed SRAAR-based second-order impedance control.
AB - Since the difference in angular velocity is used as the derivative of the orientation error in the classical impedance control, there is no longer a form of the second-order differential equation (SODE), and there is non-linearity in the classical impedance control, which limits applications. To address this problem, this article uses simple-rotation angle/axis representations (SRAAR), as well as their derivatives, to describe the end-effector's orientation displacement and its derivatives in impedance control. As a result, an SRAAR-based second-order impedance control, whose dynamic relationship has the form of SODE, is proposed. Furthermore, as a direct application of the proposed SRAAR-based second-order impedance control, an adaptive control method is also proposed to deal with the problem of uncertain dynamic parameters so that the desired dynamic relationship can be accurately realized. A simulation is carried out to show the difference between the classical impedance control and the proposed impedance control. Experiments on the Franka Emika Panda have been conducted, and the results validate the effectiveness of the proposed adaptive control, which also verifies the correctness of the proposed SRAAR-based second-order impedance control.
KW - adaptive control
KW - Impedance control
KW - second-order differential equation (SODE)
KW - simple-rotation angle/axis representations (SRAAR)
UR - https://www.scopus.com/pages/publications/85192166107
U2 - 10.1109/LRA.2024.3396090
DO - 10.1109/LRA.2024.3396090
M3 - 文章
AN - SCOPUS:85192166107
SN - 2377-3766
VL - 9
SP - 5831
EP - 5838
JO - IEEE Robotics and Automation Letters
JF - IEEE Robotics and Automation Letters
IS - 6
ER -