Human-in-the-loop distributed cooperative tracking control with applications to autonomous ground vehicles: A data-driven mixed iteration approach

Y Xu, ZG Wu - Control Engineering Practice, 2023 - Elsevier
This paper proposes a data-driven learning algorithm for the human-in-the-loop cooperative
tracking control of multi-agent systems with completely unknown dynamics. The core role of …

Proactive cooperative consensus control for a class of human-in-the-loop multi-agent systems with human time-delays

Z Qin, HN Wu, JL Wang - Neurocomputing, 2024 - Elsevier
In this study, we consider a class of human-in-the-loop (HiTL) multi-agent systems that
divide agents into two parts: the nonautonomous agents controlled by human operators, and …

Human–Robot Coordination Control for Heterogeneous Euler–Lagrange Systems Under Communication Delays and Relative Position

VT Ngo, YC Liu - IEEE Transactions on Industrial Electronics, 2022 - ieeexplore.ieee.org
Human intelligence, cognition, and skills can be applied to robots to accomplish challenging
tasks through cooperative control between humans and robots. In this article, we propose …

Adaptive Impedance and Admittance Controls for Physical Human-Robot Interaction with Force-Sensorless

VT Ngo, YC Liu - 2024 American Control Conference (ACC), 2024 - ieeexplore.ieee.org
In this paper, we introduce control frameworks for physical human-robot interaction that rely
on adaptive impedance learning and without force measurement. The adaptation laws are …