2D versus 3D Geometric Modelling for Massive Access Networks in 5G-IoT Applications

Manzoor, B, Hourani, A, Gomez Chavez, K, Sithamparanathan, K and Ding, M 2018, '2D versus 3D Geometric Modelling for Massive Access Networks in 5G-IoT Applications', in Proceedings of the 12th International Conference on Signal Processing and Communication Systems (ICSPCS 2018), Cairns, Australia, 17-19 December 2018, pp. 1-6.


Document type: Conference Paper
Collection: Conference Papers

Title 2D versus 3D Geometric Modelling for Massive Access Networks in 5G-IoT Applications
Author(s) Manzoor, B
Hourani, A
Gomez Chavez, K
Sithamparanathan, K
Ding, M
Year 2018
Conference name ICSPCS 2018
Conference location Cairns, Australia
Conference dates 17-19 December 2018
Proceedings title Proceedings of the 12th International Conference on Signal Processing and Communication Systems (ICSPCS 2018)
Publisher IEEE
Place of publication United States
Start page 1
End page 6
Total pages 6
Abstract With the advent of Internet of Things (IoT) more devices are connecting to the network. As such, a robust network is required to properly deal with this huge traffic. The Fifth Generation (5G) technology is anticipated to have capability of handling huge data generated by massive number of devices. In the literature, most of the geometric network models that have been proposed are in two dimensions (2D). This paper focuses on modelling networks that considers massive number of devices (IoT-devices) in three dimensions (3D) using the tools of stochastic modelling. The location of the devices and Base Stations (BS) in terms of third dimension is considered using the distribution of heights of buildings put forth by ITU-R. Additionally, 3D coverage probability of the dense network for Melbourne Central Business District (CBD) is analysed and compared with 2D simulations. Our results show that it is important to model IoTbased networks taking into account heights of nodes, as there is a significant shift in contact distances in 3D as compared to 2D. This sequentially proves to have a considerable effect on the cellular characteristics such as coverage probability.
Subjects Electrical and Electronic Engineering not elsewhere classified
Wireless Communications
Keyword(s) Stochastic Geometry
Coverage probability
Heights of buildings
Internet of Things
2D and 3D geometric modeling
Copyright notice © 2018 IEEE
ISBN 9781538656020
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