Affiliation:
1. Toyota Info Technology Center, Mountain View, CA
Abstract
Vehicle incidents on roads result in lane closure and severe traffic congestion, and the frequent mandatory lane changes of the upstream vehicles generate capacity drops ahead of the incidents, which further increase road congestion. With the development of connected vehicles, vehicle incidents can be detected by individual vehicles, and immediate driving assistance can be provided to help them pass the incidents efficiently. This paper proposes a distributed lane-changing assistant (DLCA) system with connected vehicles to advise individual vehicles with the optimal lanes to pass incidents with smaller delays. The system introduces connected vehicles to detect the location and the lane closure information of an incident and broadcast the information to the upstream connected vehicles. To determine the optimal lane for each connected vehicle, a speed index is defined for each lane based on the incident information and the downstream connected vehicle dynamics. The DLCA system is evaluated with a microscopic traffic simulator, INTEGRATION, to illustrate its benefits in improving the performance of individual vehicles and mitigating road congestion. A sensitivity analysis of market penetration rates and demand levels of connected vehicles is also conducted in this paper. The results indicate that the DLCA system can reduce the delay by about 22.1% for the connected vehicles, and it has higher benefits on improving the performance of the entire road at higher market penetration rates. In addition, there exists an optimal demand level to maximize the benefits of the system.
Subject
Mechanical Engineering,Civil and Structural Engineering
Cited by
9 articles.
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1. Toyota Woven City: Hierarchical Integrated Traffic Management in a Fully Connected and Automated Environment;2023 IEEE International Conference on Networking, Sensing and Control (ICNSC);2023-10-25
2. Assessment of the Impact of Network Infrastructure Failure on Infrastructure-supported vs. Infrastructure-Less V2X Systems;2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC);2023-09-24
3. Driver Support In Confusion Zones;2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS);2023-06-14
4. Model and Evaluation of a Centralized Non-recurrent Queue Management System for Road Events;Lecture Notes in Networks and Systems;2022-09-01
5. Development and Evaluation of Connected-Vehicle-Enabled Optimal Dynamic Path Planning with Bus Stops;Transportation Research Record: Journal of the Transportation Research Board;2022-07-22