Model predictive control for autonomous ground vehicles: a review

S Yu, M Hirche, Y Huang, H Chen… - Autonomous Intelligent …, 2021 - Springer
This paper reviews model predictive control (MPC) and its wide applications to both single
and multiple autonomous ground vehicles (AGVs). On one hand, MPC is a well-established …

Event-triggered predictive control for networked control systems with DoS attacks

Y Deng, X Yin, S Hu - Information Sciences, 2021 - Elsevier
This paper presents a new model-based event-triggered predictive control (MB-ETPC)
protocol to stabilize networked control systems (NCSs) subject to denial-of-service (DoS) …

Safe intermittent reinforcement learning with static and dynamic event generators

Y Yang, KG Vamvoudakis, H Modares… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
In this article, we present an intermittent framework for safe reinforcement learning (RL)
algorithms. First, we develop a barrier function-based system transformation to impose state …

Event-triggered robust distributed output feedback model predictive control for nonlinear MASs against false data injection attacks

Z Li, H Xu, Z Lin, L Dong, Y Chen - ISA transactions, 2023 - Elsevier
In this paper, an event-triggered distributed output feedback model predictive control
scheme for the nonlinear disturbed multiagent systems with sensor–controller channel false …

Robust consensus of high-order systems under output constraints: Application to rendezvous of underactuated UAVs

E Restrepo, A Loría, I Sarras… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We solve output-and state-consensus problems for multiagent high-order systems in
feedback form. We consider systems interconnected over arbitrary (connected) undirected …

Robust model predictive control of heterogeneous time-delay multi-agent systems with polytopic uncertainties and input amplitude constraints

N Rahimi, T Binazadeh - Journal of Vibration and Control, 2021 - journals.sagepub.com
This article studies the robust model predictive control of heterogeneous multi-agent
systems with polytopic uncertainties and time delay. Moreover, some constraints on the …

Event-triggered cloud-based nonlinear model predictive control with neighboring extremal adaptations

A Vahidi-Moghaddam, Z Li, N Li… - 2022 IEEE 61st …, 2022 - ieeexplore.ieee.org
Model predictive control (MPC) is a popular optimal control approach that can explicitly deal
with system constraints. However, its high computational cost motivates researches on …

Robust H∞ output consensus of heterogeneous nonlinear multi-agent systems with external disturbance and unknown time-delay based on distributed Lyapunov …

N Rahimi, T Binazadeh - Journal of Vibration and Control, 2024 - journals.sagepub.com
This paper investigates a Lyapunov-based Model Predictive Control (LMPC) for solving the
output consensus problem of nonlinear heterogeneous Multi-Agent Systems (MASs) subject …

Concurrent receding horizon control and estimation against stealthy attacks

F Fotiadis, KG Vamvoudakis - IEEE Transactions on Automatic …, 2022 - ieeexplore.ieee.org
In this article, we consider a game-theoretic framework for cyber-physical systems, where a
defender develops a mitigation strategy against an intelligent attacker who exploits the …

Distributed predictive consensus control of uncertain linear multi-agent systems with heterogeneous dynamics

H Badrno, M Baradarannia, P Bagheri… - Iranian Journal of …, 2023 - Springer
This paper investigates the consensus of distributed model predictive control for n-
dimensional linear multi-agent systems with uncertain and heterogeneous dynamics, with …