Neural network-based sliding mode controllers applied to robot manipulators: A review

TN Truong, AT Vo, HJ Kang - Neurocomputing, 2023 - Elsevier
In recent years, numerous attempts have been made to integrate sliding mode control (SMC)
and neural networks (NN) in order to leverage the advantages of both methods while …

A model-free terminal sliding mode control for robots: Achieving fixed-time prescribed performance and convergence

TN Truong, AT Vo, HJ Kang - ISA transactions, 2024 - Elsevier
This paper introduces a new control strategy for robot manipulators, specifically designed to
tackle the challenges associated with traditional model-based sliding mode (SM) controller …

Improving Direct Yaw-Moment Control via Neural-Network-Based Non-Singular Fast Terminal Sliding Mode Control for Electric Vehicles

JE Lee, BW Kim - Sensors, 2024 - mdpi.com
Given the increased significance of electric vehicles in recent years, this study aimed to
develop a novel form of direct yaw-moment control (DYC) to enhance the driving stability of …

Fixed-time rbfnn-based prescribed performance control for robot manipulators: Achieving global convergence and control performance improvement

AT Vo, TN Truong, HJ Kang - Mathematics, 2023 - mdpi.com
This paper proposes a fixed-time neural network-based prescribed performance control
method (FNN-PPCM) for robot manipulators. A fixed-time sliding mode controller (SMC) is …

A novel active fault-tolerant tracking control for robot manipulators with finite-time stability

TN Truong, AT Vo, HJ Kang, M Van - Sensors, 2021 - mdpi.com
Many terminal sliding mode controllers (TSMCs) have been suggested to obtain exact
tracking control of robotic manipulators in finite time. The ordinary method is based on …

Disturbance observer-based force estimation and fault detection for robotic manipulator in radioactive environments

H Liu, X Wang, L Chen - IEEE Access, 2022 - ieeexplore.ieee.org
Robotic systems with force sensing have great potential for use in radioactive environments.
In this study, a modified observer-based method was developed to calculate the unknown …

[PDF][PDF] A novel ANSMC algorithm for tracking control of 3-DOF planar parallel manipulators

TN Truong, AT Vo, HJ Kang - Int. J. Mech. Eng. Robot. Res, 2023 - researchgate.net
Our article mainly focuses on dealing with several limitations of conventional sliding mode
control (SMC), proportional-integral-derivative SMC (PID-SMC), and integral SMC (ISMC) for …

An Observer-Based Fixed Time Sliding Mode Controller for a Class of Second-Order Nonlinear Systems and Its Application to Robot Manipulators

TN Truong, AT Vo, HJ Kang, TD Le - International Conference on …, 2022 - Springer
An observer-based fixed-time sliding mode controller for a class of second-order nonlinear
systems under matched uncertainties and disturbances is proposed and applied to robot …

Research on Direct Yaw Moment Control Based on Neural Sliding Mode Control for Four-Wheel Actuated Electric Vehicles

JE Lee, BW Kim - 2023 IEEE 6th International Conference on …, 2023 - ieeexplore.ieee.org
Lateral instability issues such as sharp turns or emergency obstacle avoidance in extreme
driving scenarios were solved using direct yaw moment control (DYC). The DYC method …