Blockchain-Based Traffic Event Validation and Trust Verification for VANETs
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DOI: 10.1109/access.2019.2903202
Abstract: Sharing traffic information on the vehicular network can help in the implementation of intelligent traffic management, such as car accident warnings, road construction notices, and driver route changes to reduce traffic congestion earlier. In the… read more here.
Keywords: blockchain based; trust verification; based traffic; event ... See more keywords
Entropy-Based Traffic Flow Labeling for CNN-Based Traffic Congestion Prediction From Meta-Parameters
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3149059
Abstract: Traffic congestion affects quality of life by inducing frustration and wasting time. The congestion is also critical to vehicles with high emergencies such as ambulances or police cars. This leads to additional CO2 emissions. Traffic… read more here.
Keywords: congestion; based traffic; traffic congestion; traffic ... See more keywords
A Communication-Efficient Federated Learning Scheme for IoT-Based Traffic Forecasting
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DOI: 10.1109/jiot.2021.3132363
Abstract: Federated learning (FL) is widely adopted in traffic forecasting tasks involving large-scale IoT-enabled sensor data since its decentralization nature enables data providers’ privacy to be preserved. When employing state-of-the-art deep learning-based traffic predictors in FL… read more here.
Keywords: communication; based traffic; traffic forecasting; federated learning ... See more keywords
Link-based Traffic Estimation and Simulation for Road Networks using Electronic Registration Identification data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3171835
Abstract: Traffic estimation and traffic simulation are essential parts of the intelligent transportation system. In recent years, massive traffic data has brought many data-based traffic estimation methods, but few are utilized in traffic simulation. The cause… read more here.
Keywords: based traffic; traffic; traffic estimation; estimation ... See more keywords
Traffic Condition Classification Model Based on Traffic-Net
Sign Up to like & getrecommendations! Published in 2023 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2023/7812276
Abstract: The classification and detection of traffic status plays a vital role in the urban smart transportation system. The classification and mastery of the traffic status at different time periods and sections will help the traffic… read more here.
Keywords: time; based traffic; classification; traffic ... See more keywords