Towards the Development of a Smart Parking System for Highly Populated Cities
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Date
2023-09-17
Journal Title
Journal ISSN
Volume Title
Publisher
In the Proceeding of the International Conference on Science, Engineering and Business for Sustainable Development Goals (SEB-SDG)
Abstract
Abstract— Thanks to innovative sensing systems for smart
cities that integrate the future into the present, civilization is
through one of its brief transitional phases. The congestion of
urban areas necessitates the creation of an adaptable strategy
formulation that integrates architecture, creativity, and
technology to accommodate paradigm change. A unique sensor
approach that is the foundation of a smart parking system (SPS)
is provided to enhance accessibility in municipalities with an
increasing vehicle pool. The SPS consists of a small single-board
computer, a proximity sensor, a camera, a LED indication, a
buzzer, and a battery and is designed to determine the
availability of a parking spot. This smart transportation
technology comprises three major components, specifically
sensors, a mobile application, and a monitoring centre, all of which collaborate to monitor, regulate, analyze, and show realtime parking spot information to drivers. Also, the design and execution of the three components of the overall system are shown.
Keywords—Churn prediction, Oversampling technique,
Dimensionality reduction, Classification algorithm