Jam Propagation Analysis With Mesoscopic Traffic Simulation

نویسندگان

چکیده

Road traffic simulation is becoming more important as the complexity and multi-modality of grow with evolution novel transportation automotive technologies. There are several ways to mimic dynamics. However, realistic modeling has a clear trade-off between accuracy processing time. Obviously, detailed dynamics sought, calculation needed. The paper offers compromise solution introducing mesoscopic framework applicable on an arbitrary network level. mathematical background provided extension shockwave profile model (SPM), distinguishing three continuous states link. Extension done by means weighted directed graph where dynamic edge weights queue lengths each can handle both signalized unsignalized road links. An opportunity proposed SPM approach analysis jam propagation bottleneck detection. presented simulator validated based synthetic real-world networks using fleet data. simulated length in accurately matches microscopic results.

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ژورنال

عنوان ژورنال: IEEE Transactions on Intelligent Transportation Systems

سال: 2023

ISSN: ['1558-0016', '1524-9050']

DOI: https://doi.org/10.1109/tits.2023.3303680