“iParking”-智慧城市停车系统自动化管理的智能方式

J. Jayakody, S.A.H.M. Karunanayake, E. Ekanayake, H.K.T.M. Dikkubura, L.A.I.M. Bandara
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引用次数: 0

摘要

随着经济的快速发展和智慧城市现代化水平的提高,一个高效、有效的智能户外停车系统是一个至关重要的需求,由于首都车辆数量的爆炸式增长,交通和停车已经成为严重的问题。本研究将利用分类方法有效解决车位可用性和占用率检测问题,提出适当的户外停车管理问题,并为全球定位系统提供实时环境定位精确增强方法,利用地图匹配算法对道路上的车辆方向进行高精度定位。图像处理技术用于识别车辆的车牌,并激活门禁系统,以便授权成员自动进入大门。拟议的系统可以在屏幕上为目标受众提供促销信息,所有消费者在使用停车设施时都可以使用机器学习算法查看,这将有助于提高拟议系统的市场价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
“iParking” – Smart way to Automate the Management of the Parking System for a Smart City
An efficient and effective smart outdoor parking system is a crucial need with the rapid development of the economy and the improvement of smart city modernization level, traffic and parking have become serious problems due to the explosive growth of the capital number of vehicles. This research will propose proper management for outdoor parking issues with an efficient solution for parking slots availability and occupancy detection using a classification approach and providing real time environment positioning accurate enhancement approach for global positioning system using map matching algorithm to classify vehicle direction on the road with the high precision location. The image processing technology is used to identify a vehicle's license plate and activate access control systems for automatic gate access to authorized members. The proposed system can provide information on promotions for a target audience on a screen where all consumers can view while using the parking facility with the use of machine learning algorithms, this will help to enhance the market value of the proposed system.
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