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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

Connected and autonomous vehicles (CAVs) can reduce human errors in traffic accidents, increase road efficiency, and execute various tasks ranging from delivery to smart city surveillance. Reaping these benefits requires CAVs to…

信息论 · 计算机科学 2023-07-07 Tengchan Zeng , Aidin Ferdowsi , Omid Semiari , Walid Saad , Choong Seon Hong

Effective mixed traffic control requires balancing efficiency, fairness, and safety. Existing approaches excel at optimizing efficiency and enforcing safety constraints but lack mechanisms to ensure equitable service, resulting in…

多智能体系统 · 计算机科学 2025-12-15 Iftekharul Islam , Weizi Li

As autonomous vehicles (AVs) become more common on public roads, their interaction with human-driven vehicles (HVs) in mixed traffic is inevitable. This requires new control strategies for AVs to handle the unpredictable nature of HVs. This…

机器人学 · 计算机科学 2024-04-03 Jie Wang , Zhihao Jiang , Yash Vardhan Pant

We propose a fully distributed control system architecture, amenable to in-vehicle implementation, that aims to safely coordinate connected and automated vehicles (CAVs) at road intersections. For control purposes, we build upon a fully…

最优化与控制 · 数学 2022-03-25 Alexander Katriniok , Benedikt Rosarius , Petri Mähönen

This paper studies the cooperative driving of connected and automated vehicles (CAVs) at conflict areas (e.g., non-signalized intersections and ramping regions). Due to safety concerns, most existing studies prohibit lane change since this…

多智能体系统 · 计算机科学 2019-12-30 Huile Xu , Yi Zhang , Christos G. Cassandras , Li Li , Shuo Feng

Motivated by the rapid development of autonomous vehicle technology, this work focuses on the challenges of introducing them in ride-hailing platforms with conventional strategic human drivers. We consider a ride-hailing platform that…

计算机科学与博弈论 · 计算机科学 2024-06-28 Shuqin Gao , Xinyuan Wu , Antonis Dimakis , Costas Courcoubetis

The advent of intelligent vehicles that can communicate with infrastructure as well as automate the movement provides a range of new options to address key urban traffic issues such as congestion and pollution, without the need for…

最优化与控制 · 数学 2020-10-12 Shadi Djavadian , Ran Tu , Bilal Farooq , Marianne Hatzopoulou

Intersections are critical areas for road safety and traffic efficiency, accounting for a significant portion of vehicle crashes and fatalities. While connected and autonomous vehicle (CAV) technologies offer a promising solution for…

网络与互联网体系结构 · 计算机科学 2026-03-06 Lorenzo Farina , Lorenzo Mario Amorosa , Marco Rapelli , Barbara Maví Masini , Claudio Casetti , Alessandro Bazzi

The development of electric and connected vehicles as well as automated driving technologies are key towards the smart city, with convenient urban mobility and high energy economy performance. However, the global rise in electricity price…

系统与控制 · 电气工程与系统科学 2024-10-28 Kai Tang , Weijie Wang , Xiao Pan , Boli Chen , Simos A. Evangelou

This work addresses the problem of autonomous traffic management at an isolated intersection for connected and automated vehicles. We decompose the trajectory of each vehicle into two phases: the provisional phase and the coordinated phase.…

最优化与控制 · 数学 2021-10-22 Darshan Gadginmath , Pavankumar Tallapragada

Emerging transportation technologies offer unprecedented opportunities to improve the efficiency of the transportation system from the perspectives of energy consumption, congestion, and emissions. One of these technologies is connected and…

系统与控制 · 电气工程与系统科学 2020-10-13 Yujie Li , Sikai Chen , Runjia Du , Paul Young Joun Ha , Jiqian Dong , Samuel Labi

Cooperative control of Connected and Autonomous Vehicles (CAVs) promises great benefits for mixed traffic. Most existing research focuses on model-based control strategies, assuming that car-following dynamics of human-driven vehicles are…

系统与控制 · 电气工程与系统科学 2022-03-28 Jiawei Wang , Yang Zheng , Qing Xu , Keqiang Li

Traffic congestion remains a significant challenge in modern urban networks. Autonomous driving technologies have emerged as a potential solution. Among traffic control methods, reinforcement learning has shown superior performance over…

机器学习 · 计算机科学 2025-07-29 Songyang Liu , Muyang Fan , Weizi Li , Jing Du , Shuai Li

This paper serves as an introduction and overview of the potentially useful models and methodologies from artificial intelligence (AI) into the field of transportation engineering for autonomous vehicle (AV) control in the era of mixed…

人工智能 · 计算机科学 2020-07-13 Xuan Di , Rongye Shi

Deep reinforcement learning has shown promise in various engineering applications, including vehicular traffic control. The non-stationary nature of traffic, especially in the lane-free environment with more degrees of freedom in vehicle…

机器人学 · 计算机科学 2024-06-24 Mehran Berahman , Majid Rostami-Shahrbabaki , Klaus Bogenberger

We derive optimal control policies for a Connected Automated Vehicle (CAV) and cooperating neighboring CAVs to carry out a lane change maneuver consisting of a longitudinal phase where the CAV properly positions itself relative to the…

With the high frequency of highway accidents,studying how to use connected automated vehicle (CAV) to improve traffic efficiency and safety will become an important issue. In order to investigate how CAV can use the connected information…

物理与社会 · 物理学 2023-08-07 Jiali Peng , Wei Shangguan , Linguo Chai , Rui Luo , Ke Gao

Intersections are hazardous places. Threats arise from interactions among pedestrians, bicycles and vehicles, more complicated vehicle trajectories in the absence of lane markings, phases that prevent determining who has the right of way,…

计算机与社会 · 计算机科学 2019-01-23 Offer Grembek , Alex Kurzhanskiy , Aditya Medury , Pravin Varaiya , Mengqiao Yu

The turning movement count data is crucial for traffic signal design, intersection geometry planning, traffic flow, and congestion analysis. This work proposes three methods called dynamic, static, and hybrid configuration for TMC-based…

计算机视觉与模式识别 · 计算机科学 2025-07-15 Mohammad Shokrolah Shirazi , Hung-Fu Chang