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相关论文: Enabling Mixed Autonomy Traffic Control

200 篇论文

The cooperation of connected and automated vehicles (CAVs) has shown great potential in improving traffic efficiency during intersection management. Existing research mainly focuses on intersections where lane changing is prohibited, which…

最优化与控制 · 数学 2021-09-30 Chaoyi Chen , Mengchi Cai , Jiawei Wang , Kai Li , Qing Xu , Jianqiang Wang , Keqiang Li

The cooperative control applied to vehicles allows the optimization of traffic on the roads. There are many aspects to consider in the case of the operation of autonomous vehicles on highways since there are different external parameters…

系统与控制 · 电气工程与系统科学 2020-02-14 Miguel F. Arevalo-Castiblanco , D. Tellez-Castro , J. Sofrony , Eduardo Mojica-Nava

This work reconsiders the concept of community-based trip sharing proposed by Hasan et al. (2018) that leverages the structure of commuting patterns and urban communities to optimize trip sharing. It aims at quantifying the benefits of…

最优化与控制 · 数学 2020-10-27 Mohd. Hafiz Hasan , Pascal Van Hentenryck

With the forecasted emergence of autonomous vehicles in urban traffic networks, new control policies are needed to leverage their potential for reducing congestion. While several efforts have studied the fully autonomous traffic control…

最优化与控制 · 数学 2019-11-12 David Rey , Michael W Levin

The introduction of connected and automated vehicles (CAV) is believed to reduce congestion, enhance safety, and improve traffic efficiency. Numerous research studies have focused on controlling pure CAV platoons in fully connected…

系统与控制 · 电气工程与系统科学 2024-06-18 Chenguang Zhao , Tamas G. Molnar , Huan Yu

Traffic Congestions and accidents are major concerns in today's transportation systems. This thesis investigates how to optimize traffic flow on highways, in particular for merging situations such as intersections where a ramp leads onto…

分布式、并行与集群计算 · 计算机科学 2016-09-08 Ziyuan Wang , Lars Kulik , Kotagiri Ramamohanarao

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

Driving is a social activity: drivers often indicate their intent to change lanes via motion cues. We consider mixed-autonomy traffic where a Human-driven Vehicle (HV) and an Autonomous Vehicle (AV) drive together. We propose a planning…

人工智能 · 计算机科学 2018-08-09 Shray Bansal , Akansel Cosgun , Alireza Nakhaei , Kikuo Fujimura

In this paper, we present an optimal control framework to address motion coordination of connected automated vehicles (CAVs) in the presence of human-driven vehicles (HDVs) in merging scenarios. Our framework combines an unconstrained…

系统与控制 · 电气工程与系统科学 2023-09-08 Viet-Anh Le , Hao M. Wang , Gabor Orosz , Andreas A. Malikopoulos

Connected automated vehicles (CAVs) have brought new opportunities to improve traffic throughput and reduce energy consumption. However, the uncertain lane-change behaviors (LCBs) of surrounding vehicles (SVs) as an uncontrollable factor…

系统与控制 · 电气工程与系统科学 2022-09-05 Bohui Wang , Rong Su

Connected Autonomous Vehicles (CAVs) are widely expected to improve traffic safety and efficiency by exploiting information from surrounding vehicles via V2V communication. A CAV typically adapts its speed based on information from the…

系统与控制 · 电气工程与系统科学 2023-04-05 Mohit Garg , Mélanie Bouroche

In this paper, we consider coordinated movement of a network of vehicles consisting of a bounded number of malicious agents, that is, vehicles must reach consensus in longitudinal position and a common predefined velocity. The motions of…

多智能体系统 · 计算机科学 2021-07-30 Mostafa Safi , Seyed Mehran Dibaji , Mohammad Pirani

For a foreseeable future, autonomous vehicles (AVs) will operate in traffic together with human-driven vehicles. Their planning and control systems need extensive testing, including early-stage testing in simulations where the interactions…

机器人学 · 计算机科学 2020-07-21 Ran Tian , Nan Li , Ilya Kolmanovsky , Yildiray Yildiz , Anouck Girard

Connected and autonomous vehicles (CAVs) have great potential to improve road transportation systems. Most existing strategies for CAVs' longitudinal control focus on downstream traffic conditions, but neglect the impact of CAVs' behaviors…

系统与控制 · 电气工程与系统科学 2022-02-07 Jiawei Wang , Yang Zheng , Chaoyi Chen , Qing Xu , Keqiang Li

Autonomous vehicles have been actively investigated over the past few decades. Several recent works show the potential of autonomous vehicles in urban environments with impressive experimental results. However, these works note that…

机器人学 · 计算机科学 2024-03-21 Doosan Baek , Sanghyun Kim , Seung-Woo Seo , Sang-Hyun Lee

Platooning of multiple autonomous vehicles has attracted significant attention in both academia and industry. Despite its great potential, platooning is not the only choice for the formation of autonomous vehicles in mixed traffic flow,…

最优化与控制 · 数学 2021-11-23 Keqiang Li , Jiawei Wang , Yang Zheng

Accurate modeling of lower-level controller plays an important role in the traffic flow of automated vehicles (AVs). However, there lacks enough attention with this respect. To address this issue, we conduct a field experiment with two…

物理与社会 · 物理学 2022-11-01 Hua-Qing Liu , Shi-Teng Zheng , Rui Jiang , Junfang Tian , Ruidong Yan , Fang Zhang , Dezhao Zhang

Autonomous vehicles (AV) is an advanced technology that can bring convenience, improve the road-network throughput, and reduce traffic accidents. To enable higher levels of automation (LoA), massive amounts of sensory data need to be…

系统与控制 · 电气工程与系统科学 2019-09-27 Guangyi Liu , Seyedmohammad Salehi , Erdem Bala , Chien-Chung Shen , Leonard J. Cimini

In this paper, we study mixed traffic systems that move along a single-lane ring-road or open-road. The traffic flow forms a platoon, which includes a number of heterogeneous human-driven vehicles (HDVs) together with only one connected and…

最优化与控制 · 数学 2021-07-29 Shima Sadat Mousavi , Somayeh Bahrami , Anastasios Kouvelas

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