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

被引:103
|
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
相关论文
共 50 条
  • [1] IoT-Based Smart Parking for Smart Cities
    Araujo, Anderson
    Kalebe, Rubem
    Girao, Gustavo
    Filho, Itamir
    Goncalves, Kayo
    Melo, Alberto
    Neto, Bianor
    [J]. 2017 IEEE FIRST SUMMER SCHOOL ON SMART CITIES (S3C), 2017, : 31 - 36
  • [2] A Cloud-Based Intelligent Car Parking Services for Smart Cities
    Ji, Zhanlin
    Ganchev, Ivan
    O'Droma, Mairtin
    Zhang, Xueji
    [J]. 2014 XXXITH URSI GENERAL ASSEMBLY AND SCIENTIFIC SYMPOSIUM (URSI GASS), 2014,
  • [3] Design and Implementation of Cloud-Based Smart Parking Management System
    Khanapurkar, Milind
    Kaushik, Rajat
    Mathur, Rishi
    Choudhari, Pravin
    Gupta, Rajat
    Dheer, Nidhi
    [J]. 2021 6TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2021,
  • [4] Reliability Analysis of an IoT-Based Smart Parking Application for Smart Cities
    Araujo, Anderson
    Kalebe, Rubem
    Girao, Gustavo
    Filho, Itamir
    Goncalves, Kayo
    Neto, Bianor
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2017, : 4086 - 4091
  • [5] A Real-Time Cloud-Based Intelligent Car Parking System for Smart Cities
    Mohammadi, Fazel
    Nazri, Gholam-Abbas
    Saif, Mehrdad
    [J]. 2019 2ND IEEE INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND SIGNAL PROCESSING (ICICSP), 2019, : 235 - 240
  • [6] An IoT-based E-Parking System for Smart Cities
    Sadhukhan, Pampa
    [J]. 2017 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2017, : 1062 - 1066
  • [7] Internet of Things Approach to Cloud-Based Smart Car Parking
    Atif, Yacine
    Ding, Jianguo
    Jeusfeld, Manfred A.
    [J]. 7TH INTERNATIONAL CONFERENCE ON EMERGING UBIQUITOUS SYSTEMS AND PERVASIVE NETWORKS (EUSPN 2016)/THE 6TH INTERNATIONAL CONFERENCE ON CURRENT AND FUTURE TRENDS OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN HEALTHCARE (ICTH-2016), 2016, 98 : 193 - 198
  • [8] Cloud-Based IoT Applications and Their Roles in Smart Cities
    Alam, Tanweer
    [J]. SMART CITIES, 2021, 4 (03): : 1196 - 1219
  • [9] Cloud-Based IoT Smart Parking System for Minimum Parking Delays on Campus
    Alsbou, Nesreen
    Afify, Mohamed
    Ali, Imad
    [J]. INTERNET OF THINGS - ICIOT 2019, 2019, 11519 : 131 - 139
  • [10] IoT-Based Smart Car Parking Agent Using Raspberry Pi
    Shaikh, Nishat
    Shah, Heli
    Sharma, Hetvi
    [J]. SMART TRENDS IN COMPUTING AND COMMUNICATIONS, VOL 2, SMARTCOM 2024, 2024, 946 : 213 - 223