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An Artificial Intelligence Based Forecasting in Smart Parking with IoT

机译:物联网智能停车中基于人工智能的预测

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Internet of Things (IoT) enables Smart Cities (SC) with novel services for the citizens' well-being. A Smart Parking (SP) system is an important part of the SC infrastructure, which enables the efficient handling of the demanding SC traffic congestion conditions. Such a system also protects the urban environment towards a green ecosystem. In this paper, we consider Artificial Intelligence (AI) algorithms towards processing of data produced by parking lots and disseminated by IoT technology in the SC of St. Petersburg in Russia. Such algorithms enhance the proposed SP system to predict the number of unoccupied parking lots within the SC parking places. In addition, the SP system uses vehicle navigation to decide the optimal parking place according the current vehicle location and the availability of parking lots in the SC.
机译:物联网(IoT)为智慧城市(SC)提供了新颖的服务,为市民带来福祉。智能停车(SP)系统是SC基础结构的重要组成部分,它可以有效处理苛刻的SC交通拥堵状况。这样的系统还可以保护城市环境走向绿色生态系统。在本文中,我们考虑使用人工智能(AI)算法处理由停车场产生的数据以及由IoT技术在俄罗斯圣彼得堡SC中传播的数据。这样的算法增强了提出的SP系统,以预测SC停车位内的空置停车场数量。另外,SP系统使用车辆导航来根据当前车辆位置和SC中停车场的可用性来确定最佳停车位。

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