Heads-Up Green in Connected Traffic Signals
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3197919
Abstract: Information-sharing between traffic signals and connected vehicles can enhance the traffic conditions in signalized intersections. We propose a straightforward application, heads-up green, with the aim to inform queuing connected vehicles about a switch from red… read more here.
Keywords: time; heads green; signalized intersections; connected vehicles ... See more keywords
Robustness Analysis of Discrete State-Based Reinforcement Learning Models in Traffic Signal Control
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3221107
Abstract: With the growing traffic congestion problem, more and more deep reinforcement learning (DRL) methods have been applied in traffic signals control(TSC). But researches show that DRL is very fragile with abnormal data. In this paper,… read more here.
Keywords: reinforcement learning; control; traffic; models traffic ... See more keywords
AN INTELLIGENT LOCATION AND STATE REORGANIZATION OF TRAFFIC SIGNAL
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DOI: 10.3846/gac.2020.10806
Abstract: In all geo-database related to traffic, beside storing roads data, the information associated to traffic signals such as location, types of traffic signals, side street name, and so on are also stored in that database.… read more here.
Keywords: traffic; traffic signal; location; network ... See more keywords