Toward Understanding Crowd Mobility in Smart Cities through the Internet of Things

被引:40
|
作者
Solmaz, Gurkan [1 ]
Wu, Fang-Jing [3 ]
Cinllo, Flavio [1 ]
Kovacs, Erno [2 ]
Santana, Juan Ramon [4 ]
Sanchez, Luis [5 ]
Sotres, Pablo [4 ]
Munoz, Luis [6 ]
机构
[1] NEC Labs Europe, Heidelberg, Germany
[2] NEC Labs Europe, IoT Res Grp, Heidelberg, Germany
[3] TU Dortmund Univ, Dortmund, Germany
[4] Univ Cantabria, Santander, Spain
[5] Univ Cantabria, Dept Commun Engn, Santander, Spain
[6] Univ Cantabria, Network Planning & Mobile Commun Lab, Santander, Spain
基金
欧盟地平线“2020”;
关键词
Analytics systems - Crowd managements - Internet of Things (IOT) - IOT applications - Location systems - Mobility analysis - Mobility behavior - Sharing information;
D O I
10.1109/MCOM.2019.1800611
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Understanding crowd mobility behaviors would be a key enabler for crowd management in smart cities, benefiting various sectors such as public safety, tourism and transportation. This article discusses the existing challenges and the recent advances to overcome them and allow sharing information across stakeholders of crowd management through Internet of Things (IoT) technologies. The article proposes the usage of the new federated interoperable semantic IoT platform (FIESTA-IoT), which is considered as "a system of systems." The platform can support various loT applications for crowd management in smart cities. In particular, the article discusses two integrated IoT systems for crowd mobility: the Crowd Mobility Analytics System and the Crowd Counting and Location System (from the SmartSantander testbed). Pilot studies are conducted in the Gold Coast Australia, and Santander, Spain, to fulfill various requirements such as providing online and offline crowd mobility analyses with various sensors in different regions. The analyses provided by these systems are shared across applications in order to provide insights and support crowd management in smart city environments.
引用
收藏
页码:40 / 46
页数:7
相关论文
共 50 条
  • [41] Smart Car Parking System Solution for the Internet of Things in Smart Cities
    Alsafery, Wael
    Alturki, Badraddin
    Reiff-Marganiec, Stephan
    Jambi, Kamal
    2018 1ST INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS & INFORMATION SECURITY (ICCAIS' 2018), 2018,
  • [42] Approach for a Congestion Charges System Supported on Internet of Things An Efficient Approach to Vehicular Mobility for Smart Cities
    Padilla Agudelo, Jesse
    Castro Barrera, Harold Enrique
    2014 IEEE COLOMBIAN CONFERENCE ON COMMUNICATIONS AND COMPUTING (COLCOM), 2014,
  • [43] Hybrid deep learning algorithm for smart cities security enhancement through blockchain and internet of things
    Mishra, Sourav
    Chaurasiya, Vijay Kumar
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (8) : 22609 - 22637
  • [44] Survey: Toward A Smart Campus Using the Internet of Things
    Alghamdi, Abdullah
    Shetty, Sachin
    2016 IEEE 4TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD 2016), 2016, : 237 - 241
  • [45] Internet of things: Toward smart networked systems and societies
    Underwood, Mark
    Gruninger, Michael
    Obrst, Leo
    Baclawski, Ken
    Bennett, Mike
    Berg-Cross, Gary
    Hahmann, Torsten
    Sriram, Ram
    APPLIED ONTOLOGY, 2015, 10 (3-4) : 355 - 365
  • [46] A novel code data dissemination scheme for Internet of Things through mobile vehicle of smart cities
    Teng, Haojun
    Liu, Yuxin
    Liu, Anfeng
    Xiong, Neal N.
    Cai, Zhiping
    Wang, Tian
    Liu, Xuxun
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 94 : 351 - 367
  • [47] Hybrid deep learning algorithm for smart cities security enhancement through blockchain and internet of things
    Sourav Mishra
    Vijay Kumar Chaurasiya
    Multimedia Tools and Applications, 2024, 83 : 22609 - 22637
  • [48] Mobile Crowd Wireless Charging Toward Rechargeable Sensors for Internet of Things
    Zhang, Qian
    Li, Fan
    Wang, Yu
    IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (06): : 5337 - 5347
  • [49] An Internet of Things (IOT) based Smart Parking Routing System for Smart Cities
    Mouhcine, Elgarej
    Hanaa, El Fazazi
    Yassine, Karouani
    Mansouri, Khalifa
    Mohamed, Youssfi
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (08) : 528 - 538
  • [50] Semantic Framework of Internet of Things for Smart Cities: Case Studies
    Zhang, Ningyu
    Chen, Huajun
    Chen, Xi
    Chen, Jiaoyan
    SENSORS, 2016, 16 (09)