Recurrent neural network with preisach model for configuration-specific hysteresis modeling of tendon-sheath mechanism

D Kim, H Kim, S ** - IEEE Robotics and Automation Letters, 2022 - ieeexplore.ieee.org
The tendon-sheath mechanism (TSM) is widely used for flexible surgical robots owing to its
ability to transfer motion through complicated paths and small volumes. However, precise …

Hysteresis compensator with learning-based hybrid joint angle estimation for flexible surgery robots

D Baek, JH Seo, J Kim, DS Kwon - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Hysteresis causes difficulties in precisely controlling motion of flexible surgery robots and
degrades the surgical performance. In order to reduce hysteresis, model-based feed-forward …

ViO-Com: Feed-forward compensation using vision-based optimization for high-precision surgical manipulation

DH Baek, YH Nho, DS Kwon - IEEE Robotics and Automation …, 2021 - ieeexplore.ieee.org
Tendon-sheath mechanisms offer a means for a flexible surgical robot to be operated
efficiently in restricted environments, for example, the long and narrow paths inside human …

A hybrid learning‐based hysteresis compensation strategy for surgical robots

Q Gao, N Tan, Z Sun - The International Journal of Medical …, 2021 - Wiley Online Library
Background The hysteretic forces arising from the electric cables that externally run along
the robotic joints are the main disturbance to the precise parameter estimation of gravity …

Method of determining hysteresis of surgical robot, method of compensating for the same, and endoscopic surgical apparatus

DS Kwon, DH Baek, JH Seo, JH Kim… - US Patent …, 2024 - Google Patents
A method of determining hysteresis according to an example embodiment may include
capturing a real-time image of the surgical robot driven according to a drive input, and …