Advanced model predictive control framework for autonomous intelligent mechatronic systems: A tutorial overview and perspectives

Y Shi, K Zhang - Annual Reviews in Control, 2021 - Elsevier
This paper presents a review on the development and application of model predictive
control (MPC) for autonomous intelligent mechatronic systems (AIMS). Starting from the …

Virtual coupling in railways: A comprehensive review

J Felez, MA Vaquero-Serrano - Machines, 2023 - mdpi.com
The current mobility situation is constantly changing as people are increasingly moving to
urban areas. Therefore, a flexible mode of transport with high-capacity passenger trains and …

Data-driven robust predictive control for mixed vehicle platoons using noisy measurement

J Lan, D Zhao, D Tian - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
This paper investigates cooperative adaptive cruise control (CACC) for mixed platoons
consisting of both human-driven vehicles (HVs) and automated vehicles (AVs). This …

Robust min-max model predictive vehicle platooning with causal disturbance feedback

J Zhou, D Tian, Z Sheng, X Duan, G Qu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Platoon-based vehicular cyber-physical systems have gained increasing attention due to
their potentials in improving traffic efficiency, capacity, and saving energy. However, external …

Eco-driving of general mixed platoons with CAVs and HDVs

J Yang, D Zhao, J Lan, S Xue, W Zhao… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Eco-driving has been widely investigated over the last decade, but most studies focused on
an individual vehicle or a vehicle platoon consisting of pure connected and automated …

A decentralized robust control approach for virtually coupled train sets

MA Vaquero‐Serrano, J Felez - Computer‐Aided Civil and …, 2023 - Wiley Online Library
In this paper, a novel approach to train control systems based on virtual coupling is
presented. Virtual coupling is a concept that has evolved from platooning of vehicles and …

Deep reinforcement learning aided platoon control relying on V2X information

L Lei, T Liu, K Zheng, L Hanzo - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The impact of Vehicle-to-Everything (V2X) communications on platoon control performance
is investigated. Platoon control is essentially a sequential stochastic decision problem …

Multiobjective platooning of connected and automated vehicles using distributed economic model predictive control

J Luo, D He, W Zhu, H Du - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
This paper considers the multi-objective platooning control problem of a group of connected
and automated vehicles (CAVs) with bidirectional topologies. A new distributed economic …

Joint optimization of platoon control and resource scheduling in cooperative vehicle-infrastructure system

P Zhang, D Tian, J Zhou, X Duan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Vehicle platooning technology is essential in achieving group consensus, on-road safety,
and fuel-saving. Meanwhile, Vehicle-to-Infrastructure (V2I) communication significantly …

Autonomous platoon control with integrated deep reinforcement learning and dynamic programming

T Liu, L Lei, K Zheng, K Zhang - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Autonomous vehicles in a platoon determine the control inputs based on the system state
information collected and shared by the Internet of Things (IoT) devices. Deep reinforcement …