Big Sensor Data Systems for Smart Cities

Li Minn Ang; Kah Phooi Seng; Adamu Murtala Zungeru; Gerald K. Ijemaru

doi:10.1109/JIOT.2017.2695535

Big Sensor Data Systems for Smart Cities

Li Minn Ang, Kah Phooi Seng^*, Adamu Murtala Zungeru, Gerald K. Ijemaru

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

88 Citations (Scopus)

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.

Original language	English
Article number	7903653
Pages (from-to)	1259-1271
Number of pages	13
Journal	IEEE Internet of Things Journal
Volume	4
Issue number	5
DOIs	https://doi.org/10.1109/JIOT.2017.2695535
Publication status	Published - Oct 2017
Externally published	Yes

Keywords

Big data
networked sensors
sensor technologies
smart cities
survey

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1109/JIOT.2017.2695535

Cite this

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title = "Big Sensor Data Systems for Smart Cities",

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",

author = "Ang, {Li Minn} and Seng, {Kah Phooi} and Zungeru, {Adamu Murtala} and Ijemaru, {Gerald K.}",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.",

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AU - Ang, Li Minn

AU - Seng, Kah Phooi

AU - Zungeru, Adamu Murtala

AU - Ijemaru, Gerald K.

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N2 - 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.

AB - 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.

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KW - survey

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Big Sensor Data Systems for Smart Cities

Abstract

Keywords

UN SDGs

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