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This paper presents a decentralized Control Barrier Function (CBF) based approach for highway merging of Connected and Automated Vehicles (CAVs). In this control algorithm, each "host" vehicle negotiates with other agents in a control zone…

系统与控制 · 电气工程与系统科学 2025-10-31 Shreshta Rajakumar Deshpande , Mrdjan Jankovic

Urban intersections, merging roadways, roundabouts, and speed reduction zones along with the driver responses to various disturbances are the primary sources of bottlenecks in corridors that contribute to traffic congestion. The…

最优化与控制 · 数学 2019-11-19 A M Ishtiaque Mahbub , Liuhui Zhao , Dimitris Assanis , Andreas A. Malikopoulos

Trajectory planning of connected and automated vehicles (CAVs) poses significant challenges in a mixed traffic environment due to the presence of human-driven vehicles (HDVs). In this paper, we apply a framework that allows coordination of…

系统与控制 · 电气工程与系统科学 2023-10-31 Alejandra Valencia , A M Ishtiaque Mahbub , Andreas A. Malikopoulos

This paper addresses the optimal control of Connected and Automated Vehicles (CAVs) arriving from two roads at a merging point where the objective is to jointly minimize the travel time and energy consumption of each CAV. The solution…

系统与控制 · 计算机科学 2018-11-28 Wei Xiao , Christos G. Cassandras

The cooperative control of the connected and automated vehicle (CAV) is recognized as an effective approach to alleviate traffic congestion and improve traffic safety, especially for on-ramp bottlenecks. However, in the mixed traffic, the…

系统与控制 · 电气工程与系统科学 2021-11-02 Haoji Liu , Weichao Zhuang , Guodong Yin , Rongcan Li , Chang Liu , Shanxing Zhou

We address the problem of merging traffic from two roadways consisting of both Connected Autonomous Vehicles (CAVs) and Human Driven Vehicles (HDVs). Guaranteeing safe merging in such mixed traffic settings is challenging due to the…

系统与控制 · 电气工程与系统科学 2023-05-29 Ehsan Sabouni , H. M. Sabbir Ahmad , Christos G. Cassandras , Wenchao Li

Connectivity and automation in vehicles provide the most intriguing opportunity for enabling users to better monitor transportation network conditions and make better operating decisions to improve safety and reduce pollution, energy…

最优化与控制 · 数学 2017-11-01 Liuhui Zhao , Andreas Malikopoulos , Jackeline Rios-Torres

The merging area of highway ramps faces multiple challenges, including traffic congestion, collision risks, speed mismatches, driver behavior uncertainties, limited visibility, and bottleneck effects. However, autonomous vehicles engaging…

系统与控制 · 电气工程与系统科学 2024-11-08 Xiaoxue Xu , Maokai Lai , Haitao Zhang , Xiang Dong , Tao Li , Jie Wu , Yuan Li , Ting Peng

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

Cooperative driving using connectivity services has been a promising avenue for autonomous vehicles, with the low latency and further reliability support provided by 5th Generation Mobile Network (5G). In this paper, we present an…

机器学习 · 计算机科学 2020-10-21 Luis Sequeira , Adam Szefer , Jamie Slome , Toktam Mahmoodi

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

In this letter, we present an approach for learning human driving behavior, without relying on specific model structures or prior distributions, in a mixed-traffic environment where connected and automated vehicles (CAVs) coexist with…

系统与控制 · 电气工程与系统科学 2024-03-12 Heeseung Bang , Aditya Dave , Andreas A. Malikopoulos

We address the problem of optimally controlling Connected and Automated Vehicles (CAVs) arriving from two multi-lane roads and merging at multiple points where the objective is to jointly minimize the travel time and energy consumption of…

系统与控制 · 电气工程与系统科学 2020-06-02 Wei Xiao , Christos G. Cassandras , Calin Belta

Freeway on-ramps are typical bottlenecks in the freeway network due to the frequent disturbances caused by their associated merging, weaving, and lane-changing behaviors. With real-time communication and precise motion control, Connected…

系统与控制 · 电气工程与系统科学 2021-08-05 Jie Zhu , Ivana Tasic , Xiaobo Qu

Several approaches have been proposed in the literature that allow connected and automated vehicles (CAVs) to coordinate in areas where there is a potential conflict, for example, in intersections, merging at roadways and roundabouts. In…

最优化与控制 · 数学 2020-03-13 A M Ishtiaque Mahbub , Andreas A. Malikopoulos , Liuhui Zhao

In this paper, we extend a framework that we developed earlier for coordination of connected and automated vehicles (CAVs) at a signal-free intersection by integrating a safety layer using control barrier functions. First, in our motion…

系统与控制 · 电气工程与系统科学 2022-12-16 Behdad Chalaki , Andreas A. Malikopoulos

Earlier work has established a decentralized framework of optimally controlling connected and automated vehicles (CAVs) crossing an urban intersection without using explicit traffic signaling. The proposed solution is capable of minimizing…

最优化与控制 · 数学 2018-03-16 Yue Zhang , Christos G. Cassandras

In this paper, we propose an optimization framework for cooperative merging of platoons of connected and automated vehicles at highway on-ramps. The framework includes (1) an optimal scheduling algorithm, through which, each platoon derives…

最优化与控制 · 数学 2021-08-03 Sharmila Devi Kumaravel , Andreas A. Malikopoulos , Ramakalyan Ayyagari

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

Earlier work has established a decentralized optimal control framework for coordinating online a continuous flow of connected automated vehicles (CAVs) entering a control zone and crossing two adjacent intersections in an urban area. A…

最优化与控制 · 数学 2017-02-21 Yue Zhang , Christos G. Cassandras , Andreas A. Malikopoulos
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