Fine-Grained Trajectory Reconstruction by Microscopic Traffic Simulation With Dynamic Data-Driven Evolutionary Optimization

Vehicle trajectory data are essential in smart mobility applications, yet often incomplete, necessitating systematic reconstruction for effective use. Existing methods often overlook traffic rules and vehicle interactions in their reconstruction process, a research gap that becomes critical for fine...

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Veröffentlicht in:	IEEE transactions on intelligent transportation systems 2024-12, p.1-21
Hauptverfasser:	Naing, Htet, Cai, Wentong, Yu, Jinqiang, Zhong, Jinghui, Yu, Liang
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Computational modeling Data models data-driven evolutionary optimization Global Positioning System Image reconstruction microscopic traffic simulation Microscopy Optimization surrogate-assisted evolutionary optimization Traffic control Trajectory Trajectory reconstruction Vehicle dynamics
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