With the rapid development of urban areas, traffic systems have become increasingly congested, resulting in more complex and unpredictable traffic conditions. As populations grow and travel demand surges, the number of delivery drivers, taxi and ride-share vehicles, cyclists, e-bike riders, and pedestrians on the road continues to rise.

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Introduction

  • Keqi Shu,
  • Yukun Lu,
  • Amir Khajepour

摘要

With the rapid development of urban areas, traffic systems have become increasingly congested, resulting in more complex and unpredictable traffic conditions. As populations grow and travel demand surges, the number of delivery drivers, taxi and ride-share vehicles, cyclists, e-bike riders, and pedestrians on the road continues to rise.