A Cloud-Based Car Parking Middleware for IoT-Based Smart Cities: Design and Implementation

被引:105
|
作者
Ji, Zhanlin [1 ]
Ganchev, Ivan [1 ]
O'Droma, Mairtin [1 ]
Zhao, Li [2 ]
Zhang, Xueji [3 ]
机构
[1] Univ Limerick, Telecommun Res Ctr, Limerick, Ireland
[2] Tsinghua Univ, Res Inst Informat Technol, Beijing 100080, Peoples R China
[3] Univ Sci & Technol Beijing, Res Ctr Bioengn & Sensing Technol, Beijing 100080, Peoples R China
关键词
Internet of Things (IoT); smart cities; Always Best Connected and best Served (ABC&S); Intelligent Transport Systems (ITS); car parking; middleware; Hadoop;
D O I
10.3390/s141222372
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper presents the generic concept of using cloud-based intelligent car parking services in smart cities as an important application of the Internet of Things (IoT) paradigm. This type of services will become an integral part of a generic IoT operational platform for smart cities due to its pure business-oriented features. A high-level view of the proposed middleware is outlined and the corresponding operational platform is illustrated. To demonstrate the provision of car parking services, based on the proposed middleware, a cloud-based intelligent car parking system for use within a university campus is described along with details of its design, implementation, and operation. A number of software solutions, including Kafka/Storm/Hbase clusters, OSGi web applications with distributed NoSQL, a rule engine, and mobile applications, are proposed to provide 'best' car parking service experience to mobile users, following the Always Best Connected and best Served (ABC&S) paradigm.
引用
收藏
页码:22372 / 22393
页数:22
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