The rapid urbanization of the globe presents tremendous opportunities for sustainable development. Meanwhile, smart cities are emerging as beacons of innovation, harnessing technology to enhance urban infrastructure. By integrating sensor networks, these urban ecosystems aim to optimize resource allocation, improve transportation efficiency, and fo