I. Introduction
Rapid urbanization and technological advancements have intensified the complexity of mobility management in cities [1]. The digital twin concept offers a promising solution, facilitating efficient planning, operations, and decision-making in mobility systems [2], [3]. This approach is particularly valuable for intelligent vehicles and smart mobility systems [4].