Policy-based deep reinforcement learning for visual servoing control of mobile robots with visibility constraints

Z Jin, J Wu, A Liu, WA Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, the image-based visual servoing (IBVS) problem for mobile robots with
visibility constraints is studied by using a policy-based deep reinforcement learning (DRL) …

Constrained model predictive control for mobile robotic manipulators

GB Avanzini, AM Zanchettin, P Rocco - Robotica, 2018 - cambridge.org
This paper discusses the application of a constraint-based model predictive control (MPC) to
mobile manipulation tracking problems. The problem has been formulated so as to …

[HTML][HTML] A self-triggered position based visual servoing model predictive control scheme for underwater robotic vehicles

S Heshmati-Alamdari, A Eqtami, GC Karras… - Machines, 2020 - mdpi.com
An efficient position based visual sevroing control approach for Autonomous Underwater
Vehicles (AUVs) by employing Non-linear Model Predictive Control (N-MPC) is designed …

Robust Image-Based Adaptive Fuzzy Controller for Guarantee Field of View With Uncertain Dynamics

J Jiang, Y Wang, Y Jiang, Y Feng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Visual servoing technology has widely been employed in manufacturing because it is a
flexible, realizability, and low-cost way to improve the intelligence of the industry robot …

Gaussian process-based nonlinear predictive control for visual servoing of constrained mobile robots with unknown dynamics

Z Jin, J Wu, A Liu, WA Zhang, L Yu - Robotics and Autonomous Systems, 2021 - Elsevier
In this paper, a Gaussian process-based nonlinear model predictive control (GP-based
NMPC) algorithm is presented to deal with the visual servoing problem for constrained …

Image-based visual servoing of a quadrotor with improved visibility using model predictive control

H Sheng, E Shi, K Zhang - 2019 IEEE 28th international …, 2019 - ieeexplore.ieee.org
In this paper, an observer-based model predictive control scheme is proposed for the image-
based visual servoing (IBVS) of a quadrotor. The control objective is to regulate the relative …

A model predictive control approach for vision-based object grasping via mobile manipulator

M Logothetis, GC Karras… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
This paper presents the design of a vision-based object grasping and motion control
architecture for a mobile manipulator system. The optimal grasping areas of the object are …

Event-triggered image moments predictive control for tracking evolving features using UAVs

SN Aspragkathos, GC Karras… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
This paper presents a novel approach for tracking deformable contour targets using
Unmanned Aerial Vehicles (UAVs). The proposed scheme combines image moments …

Control barrier function based visual servoing for underwater vehicle manipulator systems under operational constraints

S Heshmati-Alamdari, GC Karras… - … on Control and …, 2023 - ieeexplore.ieee.org
This paper presents a novel control strategy for image-based visual servoing (IBVS) of
underwater vehicle manipulator systems (UVMS) using control barrier functions (CBFs) to …

Robust trajectory tracking control for underactuated autonomous underwater vehicles

S Heshmati-Alamdari, A Nikou… - 2019 IEEE 58th …, 2019 - ieeexplore.ieee.org
This paper addresses the tracking control problem of 3D trajectories for underactuated
underwater robotic vehicles operating in an uncertain workspace including obstacles. In …