PortoLivingLab: An IoT-Based Sensing Platform for Smart Cities

被引:124
|
作者
Santos, Pedro M. [1 ]
Rodrigues, Joao G. P. [2 ]
Cruz, Susana B. [2 ]
Lourenco, Tiago [1 ]
d'Orey, Pedro M. [2 ]
Luis, Yunior [1 ]
Rocha, Cecilia [3 ]
Sousa, Sofia [4 ]
Crisostomo, Sergio [2 ]
Queiros, Cristina [5 ]
Sargento, Susana [6 ,7 ]
Aguiar, Ana [2 ]
Barros, Joao [1 ]
机构
[1] Univ Porto, Dept Elect & Comp Engn, Fac Engn, P-4099002 Porto, Portugal
[2] Univ Porto, P-4099002 Porto, Portugal
[3] Univ Porto, Dept Civil Engn, Fac Engn, P-4099002 Porto, Portugal
[4] Univ Porto, Fac Engn, Lab Engn Proc Ambiente Biotecnol & Energia, P-4099002 Porto, Portugal
[5] Univ Porto, Fac Psychol & Sci Educ, P-4099002 Porto, Portugal
[6] Univ Aveiro, Dept Elect Telecommun & Informat Engn, P-3810193 Aveiro, Portugal
[7] Inst Telecomunicacoes, P-3810193 Porto, Portugal
来源
IEEE INTERNET OF THINGS JOURNAL | 2018年 / 5卷 / 02期
关键词
Internet-of-Things (IoT); smart cities; urban sensing; FUEL CONSUMPTION; INTERNET; THINGS; CITY;
D O I
10.1109/JIOT.2018.2791522
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Smart cities aim to improve the citizens' quality of life by leveraging information about urban scale processes extracted from heterogeneous data sources collected on city-wide deployments. The Internet-of-Things (IoT) is, thus, the enabler of smart city technologies at urban scale. In this paper, we present PortoLivingLab, a multisource sensing infrastructure that leverages IoT technology to achieve city-scale sensing of four phenomena: weather, environment, public transport, and people flows. To sense these processes on a city scale, we deployed a vehicular network with over 600 vehicles and 19 static environmental sensors. We also developed an easily reconfigurable crowdsensing platform and carried out several crowdsensing campaigns with more than 600 participants. The data is collected in a common backend and stored using similar spatio-temporal data models to simplify sharing and joint analysis for the characterization of urban dynamics. We describe the architecture and composing elements of PortoLivingLab, highlighting the IoT technologies, and challenges faced. We present several pro-of-ofconcept use cases(e.g., passenger flows from WiFi connections) that provide new insights into different components of an evolving and moving city. Finally, we lay out the future lines of work that will strive for finding hidden phenomena by leveraging data from the three complementary platforms.
引用
收藏
页码:523 / 532
页数:10
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