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This paper proposes collision-free optimal trajectory planning for autonomous vehicles in highway traffic, where vehicles need to deal with the interaction among each other. To address this issue, a novel optimal control framework is…

机器人学 · 计算机科学 2024-04-03 Dongryul Kim , Hyeonjeong Kim , Kyoungseok Han

Trajectory planning in dense, interactive traffic scenarios presents significant challenges for autonomous vehicles, primarily due to the uncertainty of human driver behavior and the non-convex nature of collision avoidance constraints.…

系统与控制 · 电气工程与系统科学 2025-10-30 Erik Börve , Nikolce Murgovski , Leo Laine

As autonomous vehicles (AVs) become increasingly prevalent, their interaction with human drivers presents a critical challenge. Current AVs lack social awareness, causing behavior that is often awkward or unsafe. To combat this, social AVs,…

系统与控制 · 电气工程与系统科学 2024-03-25 Anirudh Chari , Rui Chen , Jaskaran Grover , Changliu Liu

The rapid development of autonomous vehicles spurred a careful investigation of the potential benefits of all-autonomous transportation networks. Most studies conclude that autonomous systems can enable drastic improvements in performance.…

系统与控制 · 计算机科学 2016-07-28 David Miculescu , Sertac Karaman

The rapid evolution of urban air mobility (UAM) is reshaping the future of transportation by integrating aerial vehicles into urban transit systems. The design of aerial intersections plays a critical role in the phased development of UAM…

系统与控制 · 电气工程与系统科学 2024-06-21 Sahand Khoshdel , Fatemeh Afghah , Qi Luo

In this paper, we propose an approach how connected and highly automated vehicles can perform cooperative maneuvers such as lane changes and left-turns at urban intersections where they have to deal with human-operated vehicles and…

计算机科学与博弈论 · 计算机科学 2022-11-16 Björn Koopmann , Stefan Puch , Günter Ehmen , Martin Fränzle

Preceding vehicles typically dominate the movement of following vehicles in traffic systems, thereby significantly influencing the efficacy of eco-driving control that concentrates on vehicle speed optimization. To potentially mitigate the…

系统与控制 · 电气工程与系统科学 2023-06-19 Haoxuan Dong , Weichao Zhuang , Guoyuan Wu , Zhaojian Li , Guodong Yin , Ziyou Song

Unsignalized intersection cooperation of connected and automated vehicles (CAVs) is able to eliminate green time loss of signalized intersections and improve traffic efficiency. Most of the existing research on unsignalized intersection…

系统与控制 · 电气工程与系统科学 2021-08-26 Mengchi Cai , Qing Xu , Chaoyi Chen , Jiawei Wang , Keqiang Li , Jianqiang Wang , Xiangbin Wu

A path-planning algorithm for connected and non-connected automated road vehicles on multilane motorways is derived from the opportune formulation of an optimal control problem. In this framework, the objective function to be minimized…

系统与控制 · 电气工程与系统科学 2021-04-15 Panagiotis Typaldos , Markos Papageorgiou , Ioannis Papamichail

Highway merging scenarios featuring mixed traffic conditions pose significant modeling and control challenges for connected and automated vehicles (CAVs) interacting with incoming on-ramp human-driven vehicles (HDVs). In this paper, we…

机器学习 · 计算机科学 2023-04-04 Nishanth Venkatesh , Viet-Anh Le , Aditya Dave , Andreas A. Malikopoulos

Autonomous driving has attracted significant attention from both academia and industries, which is expected to offer a safer and more efficient driving system. However, current autonomous driving systems are mostly based on a single…

计算机视觉与模式识别 · 计算机科学 2025-04-16 Senkang Hu , Zhengru Fang , Yiqin Deng , Xianhao Chen , Yuguang Fang

The main objective of the connected and automated vehicle (CAV) platoon control problem is to regulate CAVs' position while ensuring stability and accounting for vehicle dynamics. Although this problem has been studied in the literature,…

系统与控制 · 电气工程与系统科学 2024-02-23 MirSaleh Bahavarnia , Junyi Ji , Ahmad F. Taha , Daniel B. Work

Connected autonomous vehicles (CAV) technologies are about to be in the market in the near future. This requires transportation facilities ready to operate in a mixed traffic environment where a portion of vehicles are CAVs and the…

系统与控制 · 计算机科学 2016-12-02 Omar Hussain , Amir Ghiasi , Xiaopeng Li

Connected and automated vehicles (CAVs) provide the most intriguing opportunity to reduce pollution, energy consumption, and travel delays. In this paper, we address the problem of vehicle platoon formation in a traffic network with partial…

最优化与控制 · 数学 2021-06-23 A M Ishtiaque Mahbub , Andreas A. Malikopoulos

The coordination of highly automated vehicles (or agents) in road intersections is an inherently nonconvex and challenging problem. In this paper, we propose a distributed motion planning scheme under reasonable vehicle-to-vehicle…

系统与控制 · 计算机科学 2019-10-30 Alexander Katriniok , Pantelis Sopasakis , Mathijs Schuurmans , Panagiotis Patrinos

Highway merges present difficulties for human drivers and automated vehicles due to incomplete situational awareness and a need for a structured (precedence, order) environment, respectively. In this paper, an unstructured merge algorithm…

系统与控制 · 电气工程与系统科学 2025-03-20 Shreshta Rajakumar Deshpande , Mrdjan Jankovic

This paper investigates the safe platoon formation tracking and merging control problem of connected and automated vehicles (CAVs) on curved multi-lane roads. The first novelty is the separation of the control designs into two distinct…

系统与控制 · 电气工程与系统科学 2025-02-17 Xiao Chen , Zhiqi Tang , Karl Henrik Johansson , Jonas Mårtensson

Connected autonomous vehicles (CAVs) can supplement the information from their own sensors with information from surrounding CAVs for decision making and control. This has the potential to improve traffic efficiency. CAVs face additional…

分布式、并行与集群计算 · 计算机科学 2021-07-13 Mohit Garg , Cian Johnston , Mélanie Bouroche

Autonomous driving systems present promising methods for congestion mitigation in mixed autonomy traffic control settings. In particular, when coupled with even modest traffic state estimates, such systems can plan and coordinate the…

系统与控制 · 电气工程与系统科学 2023-06-06 Zhe Fu , Abdul Rahman Kreidieh , Han Wang , Jonathan W. Lee , Maria Laura Delle Monache , Alexandre M. Bayen

This paper proposes a novel approach to integrate optimal control of perimeter intersections (i.e. to minimize local delay) into the perimeter control scheme (i.e. to optimize traffic performance at the network level). This is a complex…

最优化与控制 · 数学 2017-09-26 Kaidi Yang , Nan Zheng , Monica Menendez
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