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Platooning of autonomous vehicles has the potential to increase safety and fuel efficiency on highways. The goal of platooning is to have each vehicle drive at a specified speed (set by the leader) while maintaining a safe distance from its…

机器学习 · 计算机科学 2024-10-21 Michael H. Shaham , Taskin Padir

MPC (Model Predictive Control) techniques, with constraints, are applied to a nonlinear vehicle model for the development of an ACC (Adaptive Cruise Control) system for transitional manoeuvres. The dynamic model of the vehicle is developed…

系统与控制 · 计算机科学 2016-04-05 Zeeshan Ali Memon , Mukhtiar Ali Unar , Dur Muhammad Pathan

Mixed vehicle platoons, comprising connected and automated vehicles (CAVs) and human-driven vehicles (HDVs), hold significant potential for enhancing traffic performance. However, most existing control strategies assume linear system…

系统与控制 · 电气工程与系统科学 2025-11-07 Shuai Li , Jiawei Wang , Kaidi Yang , Qing Xu , Jianqiang Wang , Keqiang Li

This paper addresses the lateral control of Autonomous and Connected Vehicles (ACVs) in a platoon executing an Emergency Lane Change (ELC) maneuver. These maneuvers are typically triggered by emergency signals from the front or rear of the…

系统与控制 · 电气工程与系统科学 2025-01-17 Neelkamal Somisetty , Swaroop Darbha

Connected and automated vehicles (CAVs) have the potential to address the safety, mobility and sustainability issues of our current transportation systems. Cooperative adaptive cruise control (CACC), for example, is one promising technology…

系统与控制 · 计算机科学 2018-09-11 Ziran Wang , Guoyuan Wu , Matthew Barth

We propose an approach to design a Model Predictive Controller (MPC) for constrained Linear Time Invariant systems performing an iterative task. The system is subject to an additive disturbance, and the goal is to learn to satisfy state and…

系统与控制 · 电气工程与系统科学 2023-06-13 Monimoy Bujarbaruah , Akhil Shetty , Kameshwar Poolla , Francesco Borrelli

Adaptive Cruise Control (ACC) is an Advanced Driver Assistance System (ADAS) that enables vehicle following with desired inter-vehicular distances. Cooperative Adaptive Cruise Control (CACC) is upgraded ACC that utilizes additional…

机器人学 · 计算机科学 2020-11-04 Yuan Lin , Azim Eskandarian

This paper presented a deep reinforcement learning method named Double Deep Q-networks to design an end-to-end vision-based adaptive cruise control (ACC) system. A simulation environment of a highway scene was set up in Unity, which is a…

计算机视觉与模式识别 · 计算机科学 2020-01-28 Zhensong Wei , Yu Jiang , Xishun Liao , Xuewei Qi , Ziran Wang , Guoyuan Wu , Peng Hao , Matthew Barth

Connected and automated vehicles (CAVs) have recently gained prominence in traffic research due to advances in communication technology and autonomous driving. Various longitudinal control strategies for CAVs have been developed to enhance…

系统与控制 · 电气工程与系统科学 2024-06-25 Jingyuan Zhou , Longhao Yan , Kaidi Yang

Connectivity in ground vehicles allows vehicles to share crucial vehicle data, such as vehicle acceleration, with each other. Using sensors such as cameras, radars and lidars, on the other hand, the intravehicular distance between a leader…

系统与控制 · 电气工程与系统科学 2022-03-28 Ozgenur Kavas-Torris , Levent Guvenc

This paper proposes a distributed model predicted control (DMPC) approach for consensus control of multi-agent systems (MASs) with linear agent dynamics and bounded control input constraints. Within the proposed DMPC framework, each agent…

系统与控制 · 电气工程与系统科学 2020-09-16 Yougang Bian , Changkun Du , Manjiang Hu , Haikuo Liu

An MPC controller uses a model of the dynamical system to plan an optimal control strategy for a finite horizon, which makes its performance intrinsically tied to the quality of the model. When faults occur, the compromised model will…

系统与控制 · 电气工程与系统科学 2026-03-31 David Laranjinho , Daniel Silvestre

Adaptive Cruise Control (ACC) systems have been widely commercialized in recent years. However, existing ACC systems remain vulnerable to close-range cut-ins, a behavior that resembles "road bullying". To address this issue, this research…

系统与控制 · 电气工程与系统科学 2026-04-07 Jia Hu , Zhexi Lian , Haoran Wang , Zihan Zhang , Ruoxi Qian , Duo Li , Jaehyun , So , Junnian Zheng

Current research in the automotive domain has proven the limitations of the CAN protocol from a security standpoint. Application-layer attacks, which involve the creation of malicious packets, are deemed feasible from remote but can be…

密码学与安全 · 计算机科学 2022-09-21 Alvise de Faveri Tron , Stefano Longari , Michele Carminati , Mario Polino , Stefano Zanero

An Adaptive Cruise Control (ACC) system allows vehicles to maintain a desired headway distance to a preceding vehicle automatically. It is increasingly adopted by commercial vehicles. Recent research demonstrates that the effective use of…

计算机与社会 · 计算机科学 2021-03-26 Lokesh Das , Myounggyu Won

As a promising application of connected and automated vehicles (CAVs), Cooperative Adaptive Cruise Control (CACC) is expected to be deployed on the public road in the near term. Thus far the majority of the CACC studies have been focusing…

多智能体系统 · 计算机科学 2019-10-01 Zijia Zhong , Mark Nejad , Earl E. Lee , Joyoung Lee

In this paper, we consider the problem of platooning control with mismatched disturbances using the distributed adaptive backstepping method. The main challenges are: (1) maintaining the compositionality and the distributed nature of the…

系统与控制 · 电气工程与系统科学 2022-11-30 Zihao Song , Shirantha Welikala , Panos J. Antsaklis , Hai Lin

This paper is concerned with the study of bidirectionally coupled platoon systems. The case considered is when the vehicles are heterogeneous and the coupling can be nonlinear and asymmetric. For such systems, a sufficient condition for…

系统与控制 · 计算机科学 2018-12-27 Julien Monteil , Giovanni Russo , Robert Shorten

Connected and automated vehicles (CAVs) technologies promise to attenuate undesired traffic disturbances. However, in mixed traffic where human-driven vehicles (HDVs) also exist, the nonlinear human-driving behavior has brought critical…

系统与控制 · 电气工程与系统科学 2023-09-19 Jie Li , Jiawei Wang , Shengbo Eben Li , Keqiang Li

This paper introduces a hypothetical hybrid control framework for port-Hamiltonian (p$\mathcal{H}$) systems, employing a dynamic decomposition based on Data-Assisted Control (DAC). The system's evolution is split into two parts with fixed…

系统与控制 · 电气工程与系统科学 2025-06-10 Mostafa Eslami , Maryam Babazadeh