Koopman‐based 3‐dimensional path following control for robotic flexible needles

N Zhang, Z Qi, J Chen, H Zhang… - Optimal Control …, 2024 - Wiley Online Library
Robotic flexible needles have gained significant attention in minimally invasive medical
procedures due to their ability to navigate complex anatomical structures and reach targets …

Stochastic LPV MPC-based path following control for bevel-tip flexible needle with probabilistic constraints

J Chen, Z Qi, H Zhang, HR Karimi - The International Journal of Advanced …, 2024 - Springer
This paper addresses the path-tracking problem for flexible needle control systems using a
stochastic linear parameter varying (LPV) and model predictive control (MPC) strategy …

Chattering-free adaptive iterative learning control for linear-motor-driven gantry stage with initial state errors

C Yu, J Ma, J Wang, H Pan - Signal, Image and Video Processing, 2024 - Springer
This paper aims to investigate a chattering-free adaptive iterative learning strategy for
trajectory tracking tasks on linear-motor-driven-gantry-stages with initial state errors. The …