• KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

Temporal and Spatial Traffic Analysis Based on Human Mobility for Energy Efficient Cellular Network

Vol. 15, No. 1, January 31, 2021
10.3837/tiis.2021.01.007, Download Paper (Free):

Abstract

With the drastic growth of Information and Communication Technology (ICT) industry, global energy consumption is exponentially increased by mobile communications. The huge energy consumption and increased environmental awareness have triggered great interests on the research of dynamic distribution of cell user and traffic, and then designing the energy efficient cellular network. In this paper, we explore the temporal and spatial characteristics of human mobility and traffic distribution using real data set. The analysis results of cell traffic illustrate the tidal effect in temporal and spatial dimensions and obvious periodic characteristics which can be used to design Base Station (BS) dynamic with sleeping or shut-down strategy. At the same time, we designed a new Cell Zooming and BS cooperation mode. Through simulation experiments, we found that running in this mode can save about 35% of energy consumption and guarantee the required quality of service.


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Cite this article

[IEEE Style]
Z. Li, X. Wang, J. Zhang, W. Huang and Y. Tian, "Temporal and Spatial Traffic Analysis Based on Human Mobility for Energy Efficient Cellular Network," KSII Transactions on Internet and Information Systems, vol. 15, no. 1, pp. 114-130, 2021. DOI: 10.3837/tiis.2021.01.007.

[ACM Style]
Zhigang Li, Xin Wang, Junsong Zhang, Wei Huang, and Ye Tian. 2021. Temporal and Spatial Traffic Analysis Based on Human Mobility for Energy Efficient Cellular Network. KSII Transactions on Internet and Information Systems, 15, 1, (2021), 114-130. DOI: 10.3837/tiis.2021.01.007.

[BibTeX Style]
@article{tiis:24233, title="Temporal and Spatial Traffic Analysis Based on Human Mobility for Energy Efficient Cellular Network", author="Zhigang Li and Xin Wang and Junsong Zhang and Wei Huang and Ye Tian and ", journal="KSII Transactions on Internet and Information Systems", DOI={10.3837/tiis.2021.01.007}, volume={15}, number={1}, year="2021", month={January}, pages={114-130}}