The rapid urbanization of the globe presents both challenges for sustainable development. Meanwhile, smart cities are emerging as beacons of innovation, harnessing technology to enhance the quality. By integrating sensor networks, these urban ecosystems aim to optimize resource allocation, improve transportation efficiency, and promote a improved l