Deep Koopman Approach for Nonlinear Dynamics and Control of Tendon-Driven Continuum Robots

N Feizi, FC Pedrosa, J Jayender… - IEEE Robotics and …, 2025 - ieeexplore.ieee.org
Tendon-driven continuum robots (TDCRs) have received widespread attention in the
medical domain due to their slender shape and flexibility. Modeling the dynamics of TDCRs …

Comparison of Classical, Neural Network and Hybrid Models for Hysteretic Single-tendon Catheter Kinematics

Y Wang, PE Dupont - IEEE Robotics and Automation Letters, 2024 - ieeexplore.ieee.org
While robotic control of catheter motion can improve tip positioning accuracy, hysteresis
arising from tendon friction and flexural deformation degrades kinematic modeling accuracy …

Neural Configuration Distance Function for Continuum Robot Control

K Long, H Parwana, G Fainekos, B Hoxha… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper presents a novel method for modeling the shape of a continuum robot as a
Neural Configuration Euclidean Distance Function (N-CEDF). By learning separate distance …

Modélisation et utilisation de la compliance des robots continus: application aux robots à tubes concentriques.

G Lods - 2024 - theses.hal.science
Initialement développés pour automatiser les industries manufacturières, les robots sont
désormais utilisés pour réaliser des interventions chirurgicales. Avec la volonté de …