A Context-Aware Smart Parking System

S. Biondi, Salvatore Monteleone, G. L. Torre, V. Catania
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引用次数: 7

Abstract

Finding a parking slot is a process very stressful for a person who would like to reach a specific place. It could be considered also expensive since it often causes an increasing of traffic with a consequent increase of pollution. In this paper, we present a smart parking system that helps users to reach a free parking slot, in a small area or a city, using context-aware information to help in the process. The proposed solution does not require an existing infrastructure of sensors spread in parking areas since it exploits the potential of modern smartphones with their capability of recognizing user activity and position. This solution introduces an algorithm which compares routes of different drivers to find relations among them. A mechanism based on Bluetooth Low Energy Advertising (BLE Advertising) is then adopted to detect passengers and reduce the bias that would be introduced by the arrival of multiple users in the same parking area. To test the system we developed an application prototype that enables the gathering of contextual information and displays through a map an approximate distribution of free parking areas close to the user's position. A series of tests were performed to evaluate the system to estimate the advantages of a sensors-less architecture.
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情景感知智能停车系统
对于一个想要到达特定地点的人来说,找到一个停车位是一个非常有压力的过程。它也可以被认为是昂贵的,因为它经常导致交通增加,随之而来的是污染的增加。在本文中,我们提出了一个智能停车系统,它可以帮助用户到达一个免费的停车位,在一个小区域或一个城市,使用上下文感知信息来帮助这个过程。该解决方案不需要现有的停车场传感器基础设施,因为它利用了现代智能手机识别用户活动和位置的能力。该方案引入了一种算法,通过对不同司机的路线进行比较,找出它们之间的关系。然后采用基于蓝牙低功耗广告(BLE Advertising)的机制来检测乘客,并减少因多个用户到达同一停车区域而带来的偏见。为了测试该系统,我们开发了一个应用程序原型,它可以收集上下文信息,并通过地图显示靠近用户位置的免费停车场的大致分布。进行了一系列测试来评估该系统,以评估无传感器架构的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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