Big Sensor Data Systems for Smart Cities
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Publication Details
Author list: Ang LM, Seng KP, Zungeru AM, Ijemaru GK
Publisher: Institute of Electrical and Electronics Engineers
Place: PISCATAWAY
Publication year: 2017
Journal: IEEE Internet of Things Journal (2327-4662)
Journal acronym: IEEE INTERNET THINGS
Volume number: 4
Issue number: 5
Start page: 1259
End page: 1271
Number of pages: 13
ISSN: 2327-4662
eISSN: 2327-4662
Languages: English-Great Britain (EN-GB)
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Abstract
Recent advances in large-scale networked sensor technologies and the explosive growth in big data computing have made it possible for new application deployments in smart cities ecosystems. In this paper, we define big sensor data systems, and survey progress made in the development and applications of big sensor data research. We classify the existing research based on their characteristics and smart city layer challenges. Next, we discuss several applications for big sensor data systems, and explore the potential of large-scale networked sensor technologies for smart cities in the big data era. We conclude this paper by discussing future work directions highlighting some futuristic applications. The aim of this survey paper is to be useful for researchers to get insights into this important area, and motivate the development of practical solutions toward deployment in smart cities.
Keywords
Big data, networked sensors, sensor technologies, smart cities, survey
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