TY - JOUR
T1 - Closed-Loop Magnetic Control of Medical Soft Continuum Robots for Deflection
AU - Wu, Zhiwei
AU - Zhang, Jinhui
N1 - Publisher Copyright:
© 1996-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - Magnetic soft continuum robots (MSCRs) have emerged as powerful devices in endovascular interventions owing to their hyperelastic fibre matrix and enhanced magnetic manipulability. Effective closed-loop control of tethered magnetic devices contributes to the achievement of autonomous vascular robotic surgery. In this article,we employ a magnetic actuation system equipped with a single rotatable permanent magnet to achieve closed-loop deflection control of the MSCR. To this end,we establish a differential kinematic model of MSCRs exposed to nonuniform magnetic fields. The relationship between the existence and uniqueness of Jacobian and the geometric position between robots is deduced. The control direction induced by Jacobian is demonstrated to be crucial in simulations. Then,the corresponding quasi-static control framework integrates a linear extended state observer to estimate model uncertainties. Finally,the effectiveness of the proposed control framework is validated through comparative trajectory tracking experiments with the PD controller under external disturbances. Further extensions are made for the Jacobian to path-following control at the distal end position. The proposed control framework prevents the actuator from reaching the joint limit and achieves fast and low error-tracking performance without overshooting.
AB - Magnetic soft continuum robots (MSCRs) have emerged as powerful devices in endovascular interventions owing to their hyperelastic fibre matrix and enhanced magnetic manipulability. Effective closed-loop control of tethered magnetic devices contributes to the achievement of autonomous vascular robotic surgery. In this article,we employ a magnetic actuation system equipped with a single rotatable permanent magnet to achieve closed-loop deflection control of the MSCR. To this end,we establish a differential kinematic model of MSCRs exposed to nonuniform magnetic fields. The relationship between the existence and uniqueness of Jacobian and the geometric position between robots is deduced. The control direction induced by Jacobian is demonstrated to be crucial in simulations. Then,the corresponding quasi-static control framework integrates a linear extended state observer to estimate model uncertainties. Finally,the effectiveness of the proposed control framework is validated through comparative trajectory tracking experiments with the PD controller under external disturbances. Further extensions are made for the Jacobian to path-following control at the distal end position. The proposed control framework prevents the actuator from reaching the joint limit and achieves fast and low error-tracking performance without overshooting.
KW - Closed-loop deflection control
KW - magnetic soft continuum robots (MSCR)
KW - permanent magnet
KW - quasi-static controller
UR - http://www.scopus.com/inward/record.url?scp=85207426900&partnerID=8YFLogxK
U2 - 10.1109/TMECH.2024.3469957
DO - 10.1109/TMECH.2024.3469957
M3 - Article
AN - SCOPUS:85207426900
SN - 1083-4435
JO - IEEE/ASME Transactions on Mechatronics
JF - IEEE/ASME Transactions on Mechatronics
ER -