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Vehicle platooning has attracted increasing attention as a promising approach to improve traffic efficiency, energy consumption, and roadway safety through coordinated multi-vehicle operation. A key challenge in platooning lies in…

机器人学 · 计算机科学 2026-04-30 Kaiyue Lu , Qiaoxuan Zhang , Yukun Lu

In this paper, we address a coordination problem for connected and autonomous vehicles (CAVs) in mixed traffic settings with human-driven vehicles (HDVs). The main objective is to have a safe and optimal crossing order for vehicles…

系统与控制 · 电气工程与系统科学 2024-04-23 Muhammad Faris , Mario Zanon , Paolo Falcone

Connected automated vehicles (CAVs) possess the ability to communicate and coordinate with one another, enabling cooperative platooning that enhances both energy efficiency and traffic flow. However, during the initial stage of CAV…

人工智能 · 计算机科学 2026-01-21 Zeyu Mu , Shangtong Zhang , B. Brian Park

Active Traffic Management strategies are often adopted in real-time to address such sudden flow breakdowns. When queuing is imminent, Speed Harmonization (SH), which adjusts speeds in upstream traffic to mitigate traffic showckwaves…

机器学习 · 计算机科学 2020-10-13 Paul Young Joun Ha , Sikai Chen , Jiqian Dong , Runjia Du , Yujie Li , Samuel Labi

The upgrading and updating of vehicles have accelerated in the past decades. Out of the need for environmental friendliness and intelligence, electric vehicles (EVs) and connected and automated vehicles (CAVs) have become new components of…

系统与控制 · 电气工程与系统科学 2023-02-07 Xia Jiang , Jian Zhang , Xiaoyu Shi , Jian Cheng

It is recognized that the control of mixed-autonomy platoons comprising connected and automated vehicles (CAVs) and human-driven vehicles (HDVs) can enhance traffic flow. Among existing methods, Multi-Agent Reinforcement Learning (MARL)…

系统与控制 · 电气工程与系统科学 2024-11-18 Jingyuan Zhou , Longhao Yan , Jinhao Liang , Kaidi Yang

Truck platooning technology enables a group of trucks to travel closely together, with which the platoon can save fuel, improve traffic flow efficiency, and improve safety. In this paper, we consider the platoon coordination problem in a…

机器学习 · 计算机科学 2024-12-03 Dixiao Wei , Peng Yi , Jinlong Lei , Xingyi Zhu

Platooning allows vehicles to travel with small intervehicle distance in a coordinated fashion thanks to vehicle-to-vehicle connectivity. When applied at a larger scale, platooning will create significant opportunities for energy savings…

系统与控制 · 计算机科学 2025-01-23 Vadim Sokolov , Jeffrey Larson , Todd Munson , Josh Auld , Dominik Karbowski

Platooning of vehicles is a promising approach for reducing fuel consumption, increasing vehicle safety, and using road space more efficiently. We consider the important but difficult problem of assigning optimal routes and departure…

最优化与控制 · 数学 2021-08-19 Fengqiao Luo , Jeffrey Larson

Connected and automated vehicles (CAVs) have the potential to improve traffic throughput and achieve a more efficient utilization of the available roadway infrastructure. They also have the potential to reduce energy consumption through…

系统与控制 · 电气工程与系统科学 2022-12-19 Nathan Goulet , Beshah Ayalew

Platooning has been exploited as a method for vehicles to minimize energy consumption. In this article, we present a constraint-driven optimal control framework that yields emergent platooning behavior for connected and automated vehicles…

机器人学 · 计算机科学 2021-12-20 Logan E. Beaver , Andreas A. Malikopoulos

Cooperative adaptive cruise control presents an opportunity to improve road transportation through increase in road capacity and reduction in energy use and accidents. Clever design of control algorithms and communication systems is…

多智能体系统 · 计算机科学 2024-03-20 Justin M. Kennedy , Julian Heinovski , Daniel E. Quevedo , Falko Dressler

Platooning and coordination are two implementation strategies that are frequently proposed for traffic control of connected and autonomous vehicles (CAVs) at signal-free intersections instead of using conventional traffic signals. However,…

机器学习 · 计算机科学 2022-12-06 Duowei Li , Jianping Wu , Feng Zhu , Tianyi Chen , Yiik Diew Wong

Autonomy and connectivity are considered among the most promising technologies to improve safety, mobility, fuel and time consumption in transportation systems. Some of the fuel efficiency benefits of connected and automated vehicles (CAVs)…

机器人学 · 计算机科学 2020-01-24 Xiangguo Liu , Guangchen Zhao , Neda Masoud , Qi Zhu

Connected and automated vehicles (CAVs) provide the most intriguing opportunity to optimize energy consumption and travel time. Several approaches have been proposed in the literature that allow CAVs to coordinate in situations where there…

最优化与控制 · 数学 2021-06-11 A M Ishtiaque Mahbub , Andreas A. Malikopoulos , Liuhui Zhao

Cooperative autonomous driving plays a pivotal role in improving road capacity and safety within intelligent transportation systems, particularly through the deployment of autonomous vehicles on urban streets. By enabling vehicle-to-vehicle…

机器人学 · 计算机科学 2023-12-13 Ahmed Abdelrahman , Omar M. Shehata , Yarah Basyoni , Elsayed I. Morgan

Platoon formation with connected and automated vehicles (CAVs) in a mixed traffic environment poses significant challenges due to the presence of human-driven vehicles (HDVs) with unknown dynamics and control actions. In this paper, we…

最优化与控制 · 数学 2023-02-23 A M Ishtiaque Mahbub , Viet-Anh Le , Andreas A. Malikopoulos

As a strategy to reduce travel delay and enhance energy efficiency, platooning of connected and autonomous vehicles (CAVs) at non-signalized intersections has become increasingly popular in academia. However, few studies have attempted to…

机器学习 · 计算机科学 2022-06-28 Duowei Li , Jianping Wu , Feng Zhu , Tianyi Chen , Yiik Diew Wong

Platooning technology is renowned for its precise vehicle control, traffic flow optimization, and energy efficiency enhancement. However, in large-scale mixed platoons, vehicle heterogeneity and unpredictable traffic conditions lead to…

多智能体系统 · 计算机科学 2024-08-15 Xin Gao , Xueyuan Li , Hao Liu , Ao Li , Zhaoyang Ma , Zirui Li

We quantify the value-at-risk of inter-vehicle collision and detachment for a class of platoons, which are governed by second-order dynamics in presence of communication time-delay and exogenous stochastic noise. Closed-form expressions for…

系统与控制 · 计算机科学 2019-11-26 Christoforos Somarakis , Yaser Ghaedsharaf , Nader Motee