Data-Driven Learning for H Control of Adaptive Cruise Control Systems

J Zhao, Z Wang, Y Lv, J Na, C Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper develops a novel adaptive control scheme for adaptive cruise control (ACC)
system via the data-driven learning. In the proposed technique, a continuous time ACC …

Robustly string stable longitudinal control for vehicle platoons under communication failures: A generalized extended state observer-based control approach

Q Chen, Y Zhou, S Ahn, J Xia, S Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper investigates the longitudinal control of vehicle platoons with a focus on external
disturbances, parameter uncertainties, and communication failures. When vehicle platoons …

Object Detection, Recognition, and Tracking Algorithms for ADASs—A Study on Recent Trends

V Malligere Shivanna, JI Guo - Sensors, 2023 - mdpi.com
Advanced driver assistance systems (ADASs) are becoming increasingly common in
modern-day vehicles, as they not only improve safety and reduce accidents but also aid in …

Cooperative adaptive cruise control for connected autonomous vehicles using spring damping energy model

S Xie, J Hu, Z Ding, F Arvin - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
Cooperative adaptive cruise control (CACC) has been widely considered as a potential
solution for reducing traffic congestion, increasing road capacity, reducing fossil fuel …

Joint sliding-mode controller and observer for vehicle platoon subject to disturbance and acceleration failure of neighboring vehicles

Y Zhu, Y Li, H Zhu, W Hua, G Huang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
This article designs a jointly distributed adaptive sliding-mode controller (DASMC) and
disturbance observer (DO) for a heterogeneous platoon of connected vehicles (CVs) subject …

Generalized and heterogeneous nonlinear dynamic multiagent systems using online RNN-based finite-time formation tracking control and application to transportation …

CL Hwang, HB Abebe - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
In this article, an online RNN-based finite-time formation tracking control (ORNN-FTFTC) is
designed to quickly accomplish an assigned formation of nonlinear generalized and …

Distributed model predictive control for heterogeneous vehicle platoon with inter-vehicular spacing constraints

Z Qiang, L Dai, B Chen, Y Xia - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
This paper proposes a distributed control scheme for a platoon of heterogeneous vehicles
based on the mechanism of model predictive control (MPC). The platoon composes of a …

Distributed MPC-based string stable platoon control of networked vehicle systems

J Wang, X Li, JH Park, G Guo - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
In this paper, the string stable platoon control problem of discrete-time networked vehicle
systems is considered by using distributed model predictive control (MPC) based method …

Model-Free Prescribed Performance Control of Adaptive Cruise Control Systems via Policy Learning

J Zhao, B Jia, Z Zhao - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
Model-free control does not require precise system dynamic information, but rather meets
performance requirements by directly designing a control law. This method is particularly …

Constant-spacing connected platoons with robustness to communication delays

Y Lin, A Tiwari, B Fabien… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper proposes an approach to make constant-spacing vehicle platoons robust to large
delays and loss of communication. It is well known that centralized communication of the …