An evolutional networking model for three-dimensional topology in internet of things

Songwei Zhang; Tie Qiu; Min Han; Azizur Rahim; Wenbing Zhao

doi:10.1109/SMC.2019.8913966

An evolutional networking model for three-dimensional topology in internet of things

Songwei Zhang
, Tie Qiu
, Min Han
, Azizur Rahim
, Wenbing Zhao

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

The research on three-dimensional topology is important for Internet of Thing. Small-world with shorter average path lengths has proven to be an effective model for building evolutional network topologies. In order to build three-dimensional topology in IoT, the ant colony algorithm is used to plan shortcuts in this paper. First, Gaussian integration is used to simulate the ups and downs of terrain in three-dimensional space. Second, a significant number of nodes are randomly deployed on the modeled terrain. Taking into account the information about slope and aspect around the node, the actual sensing range of the node is calculated. Third, a certain percentage of nodes are selected as super sensor nodes. Finally, the ant colony algorithm is used to add shortcuts between super sensor nodes. Extensive experimental results show that an energy-efficient three-dimensional network topology in IoT can be built by the algorithm.

Original language	English
Title of host publication	Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Place of Publication	usa
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1355-1359
Number of pages	5
Volume	2019-October
ISBN (Electronic)	9781728145693
DOIs	https://doi.org/10.1109/SMC.2019.8913966
State	Published - Oct 1 2019
Event	2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019 - Bari, Italy Duration: Oct 6 2019 → Oct 9 2019

Conference

Conference	2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019
Country/Territory	Italy
City	Bari
Period	10/6/19 → 10/9/19

Keywords

Ant colony algorithm
Evolutional model
Internet of Things
Small-world

Access to Document

10.1109/SMC.2019.8913966

Cite this

Zhang, S., Qiu, T., Han, M., Rahim, A., & Zhao, W. (2019). An evolutional networking model for three-dimensional topology in internet of things. In Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics (Vol. 2019-October, pp. 1355-1359). Article 8913966 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SMC.2019.8913966

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Zhang, S, Qiu, T, Han, M, Rahim, A & Zhao, W 2019, An evolutional networking model for three-dimensional topology in internet of things. in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. vol. 2019-October, 8913966, Institute of Electrical and Electronics Engineers Inc., usa, pp. 1355-1359, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, 10/6/19. https://doi.org/10.1109/SMC.2019.8913966

An evolutional networking model for three-dimensional topology in internet of things. / Zhang, Songwei; Qiu, Tie; Han, Min et al.
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. Vol. 2019-October usa: Institute of Electrical and Electronics Engineers Inc., 2019. p. 1355-1359 8913966.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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An evolutional networking model for three-dimensional topology in internet of things

Abstract

Conference

Keywords

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