Introduction: intelligent parking sensors utilizing twin-method detection and cloud integration reach nearly 99% accuracy, enhancing city parking efficiency and cutting down congestion in advanced metropolis https://swiott.com/info-detail/the-role-of-smart-parking-sensors-for-car-management-in-urban-areas