Design of IoT based intelligent parking system using image processing algorithms

Sagar Rane, A. Dubey, Tejisman Parida
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引用次数: 33

Abstract

Advancement in industrialization leaves the parking management system outdated. Traffic condition in foreign countries are homogeneous whereas India's traffic condition is heterogeneous which makes real-time management at parking lot difficult. Traffic congestion at parking lot has become often, that people cannot even find the place to park their vehicle especially in large companies where first come first serve method is used for parking vehicle. In nutshell, parking condition needs to be improved by introducing Internet of Things (IoT) to parking lots. With the help of Microcontrollers and Image processing, tradition parking lots can be converted into smart one. The proposed system will also help company to enter only registered employees and to manage limited parking place, efficiently. Image processing algorithms, such as OCR (Optical Character Recognition) are used to check valid employee. After image processing algorithm, number would be extracted out from number plate and sent to server, for employee verification. In the similar fashion, server will also receive exact traffic density count at parking lot and other statistics from the microcontroller. Android App can be used by the user to extract the details from server at any time on demand find the proper location for parking. This technology will help the companies with large number of employees to park their vehicle without wastage of time. This system also alert authorities when less than 10% space is available and have reserved parking for women, physically handicapped person, and pregnant women. For traffic management at parking lots, a prototype has been designed and tested. Main objective is to come up with a solution for traditional parking lots to save time and money of user.
基于物联网的智能停车系统图像处理算法设计
随着工业化的发展,停车管理系统已经过时。国外的交通状况是同质的,而印度的交通状况是异质的,这给停车场的实时管理带来了困难。停车场的交通拥堵已经成为经常,人们甚至找不到停车的地方,特别是在大公司,采用先到先得的方式停放车辆。简而言之,需要通过在停车场引入物联网(IoT)来改善停车条件。利用单片机和图像处理技术,将传统停车场改造为智能停车场。该系统还将帮助公司只允许注册员工进入,并有效地管理有限的停车位。图像处理算法,如OCR(光学字符识别)用于检查有效的员工。经过图像处理算法,从车牌号码中提取出号码发送到服务器,供员工验证。以类似的方式,服务器也将从微控制器接收停车场的精确交通密度计数和其他统计数据。用户可以使用安卓应用程序随时从服务器中提取详细信息,根据需要找到合适的停车位置。这项技术将帮助拥有大量员工的公司在不浪费时间的情况下停车。该系统还会在车位不足10%时向有关部门发出警报,并为女性、残疾人和孕妇预留停车位。对于停车场的交通管理,已经设计并测试了一个原型。主要目的是为传统停车场提出一个解决方案,以节省用户的时间和金钱。
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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