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Published in: Wireless Personal Communications 4/2022

27-10-2021

Content-Centric IoT-Based Air Pollution Monitoring

Authors: Xinyan Qian, Xiaonan Wang

Published in: Wireless Personal Communications | Issue 4/2022

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Abstract

The Internet of Things (IoT) has been attracting a lot of attention due to its extensive applications such as air pollution monitoring. IoT is based on end-to-end communications where each device independently delivers collected data. This leads to a lot of redundant data especially in the air pollution monitoring case where the data collected in a specific area is highly correlated. To suppress data redundancy and alleviate data delivery costs, we propose a Content-centric IoT-based Air pollution Monitoring (CIAM) system. In CIAM, the content-centric mechanism is exploited to perform air pollution data aggregation and delivery. For each type of content, a content-centric backbone is constructed so that the devices involved in the backbone can aggregate the correlated data and lower the data delivery cost and latency. CIAM is quantitatively evaluated, and the results demonstrate that CIAM alleviates the data delivery costs and latency.

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Literature
1.
go back to reference Dhingra, S., Madda, R. B., Gandomi, A. H., Patan, R., & Daneshmand, M. (2019). Internet of things mobile-air pollution monitoring system (IoT-Mobair). IEEE Internet of Things Journal, 6(3), 5577–5584.CrossRef Dhingra, S., Madda, R. B., Gandomi, A. H., Patan, R., & Daneshmand, M. (2019). Internet of things mobile-air pollution monitoring system (IoT-Mobair). IEEE Internet of Things Journal, 6(3), 5577–5584.CrossRef
2.
go back to reference Zanella, A., Bui, N., Castellani, A., Vangelista, L., & Zorzi, M. (2014). Internet of things for smart cities. IEEE Internet of Things Journal, 1(1), 22–32.CrossRef Zanella, A., Bui, N., Castellani, A., Vangelista, L., & Zorzi, M. (2014). Internet of things for smart cities. IEEE Internet of Things Journal, 1(1), 22–32.CrossRef
3.
go back to reference Ejaz, W., Naeem, M., Shahid, A., Anpalagan, A., & Jo, M. (2017). Efficient energy management for the internet of things in smart cities. IEEE Communications Magazine, 55(1), 84–91.CrossRef Ejaz, W., Naeem, M., Shahid, A., Anpalagan, A., & Jo, M. (2017). Efficient energy management for the internet of things in smart cities. IEEE Communications Magazine, 55(1), 84–91.CrossRef
4.
go back to reference Datla, D., Chen, X., Tsou, T., Raghunandan, S., Hasan, S. S., Reed, J. H., Dietrich, C. B., Bose, T., Fette, B., & Kim, J. H. (2012). Wireless distributed computing: A survey of research challenges. IEEE Communications Magazine, 50(1), 144–152.CrossRef Datla, D., Chen, X., Tsou, T., Raghunandan, S., Hasan, S. S., Reed, J. H., Dietrich, C. B., Bose, T., Fette, B., & Kim, J. H. (2012). Wireless distributed computing: A survey of research challenges. IEEE Communications Magazine, 50(1), 144–152.CrossRef
5.
go back to reference Habibzadeh, H., Dinesh, K., Shishvan, O. R., Boggio-Dandry, A., Sharma, G., & Soyata, T. (2020). A survey of healthcare internet of things (hiot): A clinical perspective. IEEE Internet of Things Journal, 7(1), 53–71.CrossRef Habibzadeh, H., Dinesh, K., Shishvan, O. R., Boggio-Dandry, A., Sharma, G., & Soyata, T. (2020). A survey of healthcare internet of things (hiot): A clinical perspective. IEEE Internet of Things Journal, 7(1), 53–71.CrossRef
6.
go back to reference Wang, X., Wang, X., & Li, Y. (2021). NDN-based IoT with edge computing. Future Generation Computer Systems, 115, 397–405.CrossRef Wang, X., Wang, X., & Li, Y. (2021). NDN-based IoT with edge computing. Future Generation Computer Systems, 115, 397–405.CrossRef
7.
go back to reference Fasolo, E., Rossi, M., Widmer, J., & Zorzi, M. (2007). In-network aggregation techniques for wireless sensor networks: A survey. IEEE Wireless Communications, 14(2), 70–87.CrossRef Fasolo, E., Rossi, M., Widmer, J., & Zorzi, M. (2007). In-network aggregation techniques for wireless sensor networks: A survey. IEEE Wireless Communications, 14(2), 70–87.CrossRef
8.
go back to reference Guan, Z., Zhang, Y., Wu, L., Wu, J., Li, J., Ma, Y., & Hu, J. (2019). APPA: An anonymous and privacy preserving data aggregation scheme for fog-enhanced IoT. Journal of Network and Computer Applications, 125, 82–92.CrossRef Guan, Z., Zhang, Y., Wu, L., Wu, J., Li, J., Ma, Y., & Hu, J. (2019). APPA: An anonymous and privacy preserving data aggregation scheme for fog-enhanced IoT. Journal of Network and Computer Applications, 125, 82–92.CrossRef
9.
go back to reference Fang, W., Wen, X., Xu, J., & Zhu, J. (2019). CSDA: A novel cluster-based secure data aggregation scheme for WSNs. Cluster Computing, 22(3), 5233–5244.CrossRef Fang, W., Wen, X., Xu, J., & Zhu, J. (2019). CSDA: A novel cluster-based secure data aggregation scheme for WSNs. Cluster Computing, 22(3), 5233–5244.CrossRef
10.
go back to reference Arshad, S., Azam, M. A., Rehmani, M. H., & Loo, J. (2019). Recent advances in information-centric networking-based Internet of Things (ICN-IoT). IEEE Internet of Things Journal, 6(2), 2128–2158.CrossRef Arshad, S., Azam, M. A., Rehmani, M. H., & Loo, J. (2019). Recent advances in information-centric networking-based Internet of Things (ICN-IoT). IEEE Internet of Things Journal, 6(2), 2128–2158.CrossRef
11.
go back to reference Wang, X., & Li, Y. (2020). Vehicular named data networking framework. IEEE Transactions on Intelligent Transportation Systems, 21(11), 4705–4714.CrossRef Wang, X., & Li, Y. (2020). Vehicular named data networking framework. IEEE Transactions on Intelligent Transportation Systems, 21(11), 4705–4714.CrossRef
12.
go back to reference Li, Z., Xu, Y., Zhang, B., Yan, L., & Liu, K. (2018). Packet forwarding in named data networking requirements and survey of solutions. IEEE Communications Surveys & Tutorials, 21(2), 1950–1987.CrossRef Li, Z., Xu, Y., Zhang, B., Yan, L., & Liu, K. (2018). Packet forwarding in named data networking requirements and survey of solutions. IEEE Communications Surveys & Tutorials, 21(2), 1950–1987.CrossRef
13.
go back to reference Khelifi, H., Luo, S., Nour, B., Moungla, H., Faheem, Y., & Hussain, R. (2020). Named data networking in vehicular Ad hoc networks: State-of-the-Art and challenges. IEEE Communications Surveys & Tutorials., 22(1), 320–351.CrossRef Khelifi, H., Luo, S., Nour, B., Moungla, H., Faheem, Y., & Hussain, R. (2020). Named data networking in vehicular Ad hoc networks: State-of-the-Art and challenges. IEEE Communications Surveys & Tutorials., 22(1), 320–351.CrossRef
14.
go back to reference Predić, B., Yan, Z., Eberle, J., Stojanovic, D., & Aberer, K. (2013, March). ExposureSense: Integrating daily activities with air quality using mobile participatory sensing. In 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM workshops) (pp. 303–305). IEEE. Predić, B., Yan, Z., Eberle, J., Stojanovic, D., & Aberer, K. (2013, March). ExposureSense: Integrating daily activities with air quality using mobile participatory sensing. In 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM workshops) (pp. 303–305). IEEE.
15.
go back to reference Re, G. L., Peri, D., & Vassallo, S. D. (2013). A mobile application for assessment of air pollution exposure. In Proceedings of the 1st Conference on Mobile and Information Technologies in Medicine (MobileMed 2013). Re, G. L., Peri, D., & Vassallo, S. D. (2013). A mobile application for assessment of air pollution exposure. In Proceedings of the 1st Conference on Mobile and Information Technologies in Medicine (MobileMed 2013).
16.
go back to reference Reshi, A. A., Shafi, S., & Kumaravel, A. (2013, April). VehNode: Wireless sensor network platform for automobile pollution control. In 2013 IEEE Conference on Information & Communication Technologies (pp. 963–966). Reshi, A. A., Shafi, S., & Kumaravel, A. (2013, April). VehNode: Wireless sensor network platform for automobile pollution control. In 2013 IEEE Conference on Information & Communication Technologies (pp. 963–966).
17.
go back to reference Mujawar, T. H., Bachuwar, V. D., & Suryavanshi, S. S. (2013). Air pollution monitoring system in Solapur city using wireless sensor network. In Proceedings published by International Journal of Computer Applications (IJCA), CCSN-2013 (1), 11–15. Mujawar, T. H., Bachuwar, V. D., & Suryavanshi, S. S. (2013). Air pollution monitoring system in Solapur city using wireless sensor network. In Proceedings published by International Journal of Computer Applications (IJCA), CCSN-2013 (1), 11–15.
18.
go back to reference Fang, C., Yao, H., Wang, Z., Wu, W., Jin, X., & Yu, F. R. (2018). A survey of mobile information-centric networking: Research issues and challenges. IEEE Communications Surveys & Tutorials, 20(3), 2353–2371.CrossRef Fang, C., Yao, H., Wang, Z., Wu, W., Jin, X., & Yu, F. R. (2018). A survey of mobile information-centric networking: Research issues and challenges. IEEE Communications Surveys & Tutorials, 20(3), 2353–2371.CrossRef
19.
go back to reference Zhao, W., Liu, J., Guo, H., & Hara, T. (2018). Etc-iot: Edge-node-assisted transmitting for the cloud-centric internet of things. IEEE Network, 32(3), 101–107.CrossRef Zhao, W., Liu, J., Guo, H., & Hara, T. (2018). Etc-iot: Edge-node-assisted transmitting for the cloud-centric internet of things. IEEE Network, 32(3), 101–107.CrossRef
20.
go back to reference Wang, X., & Cai, S. (2020). Secure healthcare monitoring framework integrating NDN-based IoT with edge cloud. Future Generation Computer Systems, 112, 320–329.CrossRef Wang, X., & Cai, S. (2020). Secure healthcare monitoring framework integrating NDN-based IoT with edge cloud. Future Generation Computer Systems, 112, 320–329.CrossRef
21.
go back to reference Muralidharan, S., Roy, A., & Saxena, N. (2018). Mdp-iot: Mdp based interest forwarding for heterogeneous traffic in iot-ndn environment. Future Generation Computer Systems, 79, 892–908.CrossRef Muralidharan, S., Roy, A., & Saxena, N. (2018). Mdp-iot: Mdp based interest forwarding for heterogeneous traffic in iot-ndn environment. Future Generation Computer Systems, 79, 892–908.CrossRef
22.
go back to reference Jin, Y., Gormus, S., Kulkarni, P., & Sooriyabandara, M. (2016). Content centric routing in IoT networks and its integration in RPL. Computer Communications, 89, 87–104.CrossRef Jin, Y., Gormus, S., Kulkarni, P., & Sooriyabandara, M. (2016). Content centric routing in IoT networks and its integration in RPL. Computer Communications, 89, 87–104.CrossRef
23.
go back to reference Wang, X., & Shao, H. (2020). An Efficient Named Data Networking based IoT Cloud Framework. IEEE Internet of Things Journal, 7(4), 3453–3461.CrossRef Wang, X., & Shao, H. (2020). An Efficient Named Data Networking based IoT Cloud Framework. IEEE Internet of Things Journal, 7(4), 3453–3461.CrossRef
Metadata
Title
Content-Centric IoT-Based Air Pollution Monitoring
Authors
Xinyan Qian
Xiaonan Wang
Publication date
27-10-2021
Publisher
Springer US
Published in
Wireless Personal Communications / Issue 4/2022
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-021-09284-4

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