Enhancing Surgical Robotics: A Dynamic Model and Optimized Control Strategy for Cable-Driven Continuum Robots

A Ghoul, S Djeffal, H Wang… - Journal of …, 2025 - asmedigitalcollection.asme.org
This paper tackles the challenges encountered in surgical continuum robotics by introducing
a dynamic model tailored for a cable-driven continuum robot. The intricacies of dynamic …

Dynamic Modeling and Control of Continuum Robots Using an Optimized PID Control

A Ghoul, S Djeffal, K Kara… - … Conference on Advances …, 2023 - ieeexplore.ieee.org
Rigid robots are used in a wide range of applications, however, the tasks that they can
manage are limited. The use of continuum robots on the other hand can be extended to a …

[HTML][HTML] DDPG-based reinforcement learning for controlling a spatial three-section continuum robot

S Djeffal, MR Morakchi, A Ghoul, TC Kargin - Franklin Open, 2024 - Elsevier
This paper proposes an approach to controlling a spatial three-section continuum robot
using reinforcement learning (RL). Rather than relying on traditional methods that use …

Evaluation of Optimized Inner and Outer Loop Controllers for 4X Flyer under Faulty Actuators

N Boualem, G Abderrezak, M Lotfi, H Nabil… - Automatic Control and …, 2023 - Springer
Metaheuristic optimization techniques are a powerful tool to decide the optimal gains for
underactuated systems such as quadrotors, considering the multiple controllers involved in …

[HTML][HTML] Kinematic Modeling of Continuum Robots Using Artificial Intelligence Tools

A Ghoul, S Djeffal, K Kara - 2024 - intechopen.com
Continuum robots are progressively dwarfing traditional rigid robots in many areas, due to
their outstanding flexibility and easy adaptation to almost any kind of trajectory, yet their …

[PDF][PDF] Franklin Open

S Djeffal, MR Morakchi, A Ghoul, TC Kargin - researchgate.net
This paper proposes an approach to controlling a spatial three-section continuum robot
using reinforcement learning (RL). Rather than relying on traditional methods that use …