[HTML][HTML] Analysis and design of model predictive control frameworks for dynamic operation—An overview

J Köhler, MA Müller, F Allgöwer - Annual Reviews in Control, 2024 - Elsevier
This article provides an overview of model predictive control (MPC) frameworks for dynamic
operation of nonlinear constrained systems. Dynamic operation is often an integral part of …

[HTML][HTML] Handbook of linear data-driven predictive control: Theory, implementation and design

PCN Verheijen, V Breschi, M Lazar - Annual Reviews in Control, 2023 - Elsevier
Data-driven predictive control (DPC) has gained an increased interest as an alternative to
model predictive control in recent years, since it requires less system knowledge for …

Finite-data error bounds for Koopman-based prediction and control

F Nüske, S Peitz, F Philipp, M Schaller… - Journal of Nonlinear …, 2023 - Springer
The Koopman operator has become an essential tool for data-driven approximation of
dynamical (control) systems, eg, via extended dynamic mode decomposition. Despite its …

A nonlinear model predictive control for the position tracking of cable-driven parallel robots

JC Santos, M Gouttefarde… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article proposes a nonlinear model predictive control (NMPC) strategy for the position
tracking of cable-driven parallel robots (CDPRs). The NMPC formulation handles explicitly …

Nonlinear MPC design for incrementally ISS systems with application to GRU networks

F Bonassi, A La Bella, M Farina, R Scattolini - Automatica, 2024 - Elsevier
This brief addresses the design of a Nonlinear Model Predictive Control (NMPC) strategy for
exponentially incremental Input-to-State Stable (ISS) systems. In particular, a novel …

[HTML][HTML] Ensuring secure platooning of constrained intelligent and connected vehicles against Byzantine attacks: A distributed MPC framework

H Wei, H Zhang, AIH Kamal, Y Shi - Engineering, 2024 - Elsevier
This study investigates resilient platoon control for constrained intelligent and connected
vehicles (ICVs) against F-local Byzantine attacks. We introduce a resilient distributed model …

Event-triggered intermittent sampling for nonlinear model predictive control

K Hashimoto, S Adachi, DV Dimarogonas - Automatica, 2017 - Elsevier
In this paper, we propose a new aperiodic formulation of model predictive control for
nonlinear continuous-time systems. Unlike earlier approaches, we provide event-triggered …

Nonlinear reference tracking: An economic model predictive control perspective

J Köhler, MA Müller, F Allgöwer - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, we study the system theoretic properties of a reference tracking model
predictive control (MPC) scheme for general reference trajectories and nonlinear discrete …

Model Predictive Path Following Control without terminal constraints for holonomic mobile robots

J Cenerini, MW Mehrez, J Han, S Jeon… - Control Engineering …, 2023 - Elsevier
In this paper, a model predictive path following control (MPFC) for holonomic mobile robots
is considered. The MPFC is aimed to control a mobile robot to follow a geometric path …

Nonlinear MPC for collision-free and deadlock-free navigation of multiple nonholonomic mobile robots

AS Lafmejani, S Berman - Robotics and Autonomous Systems, 2021 - Elsevier
In this paper, we present an online nonlinear Model Predictive Control (MPC) method for
collision-free, deadlock-free navigation by multiple autonomous nonholonomic Wheeled …