TY - JOUR
T1 - Force-Sensorless Active Compliance Control for Environment Interactive Robotic Systems
AU - Liu, Dongchen
AU - Wang, Junzheng
AU - Wang, Shoukun
N1 - Publisher Copyright:
© 1996-2012 IEEE.
PY - 2025
Y1 - 2025
N2 - This work proposes an extended-state-based nonsingular terminal sliding mode control (ESMC) strategy for environment interactive robotic systems to achieve force-sensorless compliant interaction with the environment. Based on the dynamics analysis of a generalized rigid manipulation robot, an extended state observer (ESO) is carried out to estimate the internal uncertainties and external disturbances. An ESMC scheme constructed by the nonsingular terminal sliding mode is proposed with proved finite-time convergence, which is guaranteed by the Lyapunov stability theory. As the environment interaction information is involved in the ESO outputs, the compliance behaviors are planned by inputting the observation results into an admittance filter, which formulates the relationship between environment interactions and robot position. Then, the robotic system tracks the desired behavior through an inner position-control loop, accompanied by the achievement of satisfied compliance responses in the absence of force sensors. The stability conditions for the force-sensorless strategy are theoretically given based on the bounded disturbance estimation errors. Multiple experiments are completed on a wheel-legged motion device, which is a typical environment interactive robotic system. The comparative results are collected for tuning the controller parameters and verifying the effectiveness of the proposed strategy.
AB - This work proposes an extended-state-based nonsingular terminal sliding mode control (ESMC) strategy for environment interactive robotic systems to achieve force-sensorless compliant interaction with the environment. Based on the dynamics analysis of a generalized rigid manipulation robot, an extended state observer (ESO) is carried out to estimate the internal uncertainties and external disturbances. An ESMC scheme constructed by the nonsingular terminal sliding mode is proposed with proved finite-time convergence, which is guaranteed by the Lyapunov stability theory. As the environment interaction information is involved in the ESO outputs, the compliance behaviors are planned by inputting the observation results into an admittance filter, which formulates the relationship between environment interactions and robot position. Then, the robotic system tracks the desired behavior through an inner position-control loop, accompanied by the achievement of satisfied compliance responses in the absence of force sensors. The stability conditions for the force-sensorless strategy are theoretically given based on the bounded disturbance estimation errors. Multiple experiments are completed on a wheel-legged motion device, which is a typical environment interactive robotic system. The comparative results are collected for tuning the controller parameters and verifying the effectiveness of the proposed strategy.
KW - Active compliance control
KW - environment interactive robot
KW - force sensorless
UR - http://www.scopus.com/inward/record.url?scp=105003167379&partnerID=8YFLogxK
U2 - 10.1109/TMECH.2024.3436823
DO - 10.1109/TMECH.2024.3436823
M3 - Article
AN - SCOPUS:105003167379
SN - 1083-4435
VL - 30
SP - 1481
EP - 1491
JO - IEEE/ASME Transactions on Mechatronics
JF - IEEE/ASME Transactions on Mechatronics
IS - 2
ER -