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Real-time Mobile Sensor Management Framework for city-scale environmental monitoring [article]

Kun Qian, Christian G. Claudel
2020 arXiv   pre-print
In this paper, a real-time sensor task scheduling algorithm that suits the features and needs of city-scale environmental monitoring tasks is proposed.  ...  The consequences of such disasters can be reduced through better monitoring, for example using mobile sensing platforms that can give timely and accurate information to first responders and the public.  ...  Acknowledgement The Authors would like to acknowledge NSF(National Science Foundation) CPS No.1739964 and NSF CIS No.1636154 for research Funding.  ... 
arXiv:2005.10378v1 fatcat:67l4pyxslnbj3od3uhj6ddu4zq

Research on the framework of the Environmental Internet of Things

Haowei Wang, Tianhai Zhang, Yuan Quan, Rencai Dong
2013 International Journal of Sustainable Development and World Ecology  
EIoT framework EIoT datastream A huge potential for environmental management exists in the expanding IoT.  ...  Conventional technology for environmental monitoring, simulation, and management seems to be isolated and inadequate at both temporal and spatial scales.  ... 
doi:10.1080/13504509.2013.783517 fatcat:feqfbfartng3pgkvjjclf7g6hy

The Emergence of Social and Community Intelligence

Daqing Zhang, Bin Guo, Zhiwen Yu
2011 Computer  
and in nearly real time.  ...  With advances in computing, storage, Internet access, wireless communication, and sensing, it is now possible to monitor and analyze human behavior, social interactions, and city dynamics on a large scale  ...  Temperature, light, and humidity sensors are also widely used for environmental monitoring, for example, to detect a forest fire.  ... 
doi:10.1109/mc.2011.65 fatcat:ati2z2ncnng45hxobax4t7vsga

Enabling experimentation in mobile sensing scenarios through 4G networks: The NITOS approach

Donatos Stavropoulos, Giannis Kazdaridis, Nikos Makris, Harris Niavis, Ioannis Igoumenos, Thanasis Korakis, Leandros Tassiulas
2015 2015 European Conference on Networks and Communications (EuCNC)  
In this paper, we present the extensions to the NITOS testbed for supporting experimentation in mobile sensing scenarios, by employing smartphones in vehicular environments, communicating using WiFi and  ...  Nevertheless, protocols and algorithms over wireless networks are better evaluated in real world scenarios, where simulations and complex theoretical models fail to characterize and emulate their behavior  ...  specialized for environmental monitoring.  ... 
doi:10.1109/eucnc.2015.7194126 dblp:conf/eucnc/StavropoulosKMN15 fatcat:7a4yzr6jcndsznw3sckcergipq

Guest Editorial Special Issue on Internet-of-Things for Smart Cities

Jia Hu, Kun Yang, Sergio Toral Marin, Hamid Sharif
2018 IEEE Internet of Things Journal  
An anomaly detection framework (ADF) for large-scale, real-world environmental sensing systems is proposed in the paper entitled "ADF: An Anomaly Detection Framework for Large-Scale PM2.5 Sensing Systems  ...  manage mobility management entity loads to reduce handover completion times.  ... 
doi:10.1109/jiot.2018.2792885 fatcat:xkahwqy22rharmsdusz2n4kowi

Digital Technologies for Urban Metabolism Efficiency: Lessons from Urban Agenda Partnership on Circular Economy

Gaspare D'Amico, Roberta Arbolino, Lei Shi, Tan Yigitcanlar, Giuseppe Ioppolo
2021 Sustainability  
The results of the analysis provide a wide range of practices such as real-time monitoring stations for water and energy consumption, digital cameras for controlling vehicle flows, web platforms for sharing  ...  At present, the digital technology-based approach is strategic for circular cities engaged in the development of smart and sustainable actions in the fields of mobility, energy, environment, waste, telecommunications  ...  Acknowledgments: The authors thank the managing editor and anonymous referees for their invaluable comments on an earlier version of the manuscript.  ... 
doi:10.3390/su13116043 fatcat:ytd4a7vrcjcenorrrybmhucbg4

Integration of CFD-Based Virtual Sensors to A Ubiquitous Sensor Network to Support Micro-Scale Air Quality Management

J. H. Woo, S. M. An, K. Hong, J. J. Kim, S. B. Lim, H. S. Kim, J. H. Eum
2016 Journal of Environmental Informatics  
However, the real-world application of a sensor network for air quality monitoring has many limitations, such as limited installation points for 3-dimentional monitoring, limited power availability for  ...  quality service before an actual ubiquitous sensor-based system is available to produce micro-scale environmental information for entire urban areas.  ...  It manages real-time information from the network and enables monitoring of environmental information from multiple sensors in a micro-scale region ).  ... 
doi:10.3808/jei.201500314 fatcat:uqscsjyeefe2rpksoxf5t6ffiq

Cloud, Edge, and Mobile Computing for Smart Cities [chapter]

Qian Liu, Juan Gu, Jingchao Yang, Yun Li, Dexuan Sha, Mengchao Xu, Ishan Shams, Manzhu Yu, Chaowei Yang
2021 The Urban Book Series  
Cloud computing brings scalability and on-demand computing capacity to urban system simulations for timely prediction.  ...  AbstractSmart cities evolve rapidly along with the technical advances in wireless and sensor networks, information science, and human–computer interactions.  ...  Coupling with the IoT and mobile devices empowered a real-time urban microclimate analysis framework that integrated with the sensor network and cloud computing (Rathore et al. 2018 ); our workflow gains  ... 
doi:10.1007/978-981-15-8983-6_41 fatcat:thaaxsdzzfgfzjmjos7zbsjrqq

People-centric computing and communications in smart cities

Franca Delmastro, Valerio Arnaboldi, Marco Conti
2016 IEEE Communications Magazine  
Smart cities represent an important reference scenario for the active participation of users through mobile technologies.  ...  In this paper we present SmartCitizen app, a MSN application designed in the framework of a smart city project to stimulate the active participation of citizens in generating and sharing useful contents  ...  inclusion, smart mobility, environmental and urban monitoring), and integrate them toward the real development of a smart city.  ... 
doi:10.1109/mcom.2016.7509389 fatcat:5vetjrls5bgifequzvv7tocxta

Emergent Technologies in Big Data Sensing: A Survey

Ting Zhu, Sheng Xiao, Qingquan Zhang, Yu Gu, Ping Yi, Yanhua Li
2015 International Journal of Distributed Sensor Networks  
When the number of data generating sensors increases and the amount of sensing data grows to a scale that traditional methods cannot handle, big data methods are needed for sensing applications.  ...  Overall, mobile sensing and its related studies are hot topics, but other large-scale sensing researches are flourishing too.  ...  RACNet is a large-scale sensor network for high-fidelity data center environmental monitoring. The sensor nodes of this network are custommade.  ... 
doi:10.1155/2015/902982 fatcat:glpaj5hudfc57elhnwbnbewa7y

Real-Time Geo-awareness – Sensor Data Integration for Environmental Monitoring in the City

Bernd Resch, Manfred Mittlboeck, Fabien Girardin, Rex Britter, Carlo Ratti
2009 2009 International Conference on Advanced Geographic Information Systems & Web Services  
In this work we present the real-time geoawareness approach that seeks to tackle these challenges with an open sensing infrastructure for monitoring applications.  ...  Then, we show how the methodology can influence the city and its inhabitants by 'making the abstract real', in other words how pervasive environmental monitoring systems change urban social interactions  ...  We would like to thank all contributing groups at the Research Studio iSPACE and at MIT for their valuable inputs and contributions in different stages of the project.  ... 
doi:10.1109/geows.2009.31 fatcat:yyqwc3lmezgmhpw7dm4w42c5r4

Design and Development of High-Performance Intelligent Disaster Management System in IoT Paradigm – A Novel Architecture and Review on Challenges in real time Hazards Monitoring

Sachin Chavhan, Rahul Chavhan
2021 International Journal of Engineering and Advanced Technology  
The main objective of proposed work is to overcome the limitations of disaster management with a novel design and development of IoT based platform for the application of disaster management system.  ...  of remote sensing and managing integrated rapid service.  ...  The novel architecture for linkages of rural and urban for real time monitoring of calamities in the context of IoT enabled services is proposed.  ... 
doi:10.35940/ijeat.c2130.0210321 fatcat:a6xqqwj5n5fr3myvkz657ycf7i

Editorial on Wireless Networking Technologies for Smart Cities

Jaime Lloret, Syed Hassan Ahmed, Danda B. Rawat, Waleed Ejaz, Wei Yu
2018 Wireless Communications and Mobile Computing  
To manage the increased population of cities, there is a need to have more sustainable, environmentally-, and economicallyfriendly smarter cities and technologies.  ...  city data on a massive scale.  ...  Acknowledgments We also would like to thank editorial staff, editor in chief, contributing authors, reviewers, and production staff for bringing our special issue to the level of success.  ... 
doi:10.1155/2018/1865908 fatcat:xcq4wnu6nrdtblnqnvh73laeoq

SmartAirQ: A Big Data Governance Framework for Urban Air Quality Management in Smart Cities

Akshara Kaginalkar, Shamita Kumar, Prashant Gargava, Neelesh Kharkar, Dev Niyogi
2022 Frontiers in Environmental Science  
Considering the potential of these technologies as enablers of environmental sustainability, a conceptual urban computing framework "SmartAirQ" for UAQM is designed.  ...  The framework has integrated science cloud and urban services aiding in translating scientific data into operations. It is a step toward collaborative, data-driven, and sustainable smart cities.  ...  Authors appreciate the time and efforts of the editor and the reviewers for their valuable suggestion to improve the quality of the paper.  ... 
doi:10.3389/fenvs.2022.785129 fatcat:n74qwu37rven5a72ksylc3txwi

Monitoring Street-Level Spatial-Temporal Variations of Carbon Monoxide in Urban Settings Using a Wireless Sensor Network (WSN) Framework

Tzai-Hung Wen, Joe-Air Jiang, Chih-Hong Sun, Jehn-Yih Juang, Tzu-Shiang Lin
2013 International Journal of Environmental Research and Public Health  
It also provides street-level insights into real-time monitoring for further early warning of air pollution and urban environmental management.  ...  By deploying wireless sensors on crossroads and main roads, this study established a pilot framework for a wireless sensor network (WSN)-based real-time monitoring system to understand street-level spatial-temporal  ...  The proposed WSN-based framework provides street-level insights into real-time air quality monitoring for further early warning of air pollution and for urban environmental management.  ... 
doi:10.3390/ijerph10126380 pmid:24287859 pmcid:PMC3881120 fatcat:izonyll5vbhmzm4vf7lj7lpdgu
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