4.7 Article

Performance Analysis of Indoor mmWave Networks With Ceiling-Mounted Access Points

Journal

IEEE TRANSACTIONS ON MOBILE COMPUTING
Volume 20, Issue 5, Pages 1940-1950

Publisher

IEEE COMPUTER SOC
DOI: 10.1109/TMC.2020.2972282

Keywords

Mobile computing; Directional antennas; Biological system modeling; Analytical models; Intercell interference; Millimetre-wave networks; dense networks; body blockage; ceiling-mounted access point; indoor cellular networks

Funding

  1. Science Foundation Ireland (SFI) [14/US/I3110]
  2. European Regional Development Fund [13/RC/2077]
  3. Science Foundation Ireland (SFI) [14/US/I3110] Funding Source: Science Foundation Ireland (SFI)

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This article investigates the deployment of dense millimeter-wave access points in urban areas and the impact of human body blockages on signal propagation. The study finds that coverage and area spectral efficiency exhibit non-trivial behavior with respect to access point density, with an optimal configuration that maximizes either coverage or area spectral efficiency. Such optimal configuration changes depending on the body blockage probability, requiring network designers to carefully consider their intended application and scenario.
The objective of the Enhanced Mobile Broadband use case in 5G networks is to deliver high capacity access to densely populated areas, like city centres, transportation hubs or convention centres. Millimetre-wave communications are the go-to technology to realise that objective, yet due to weak outdoor-to-indoor penetration, outdoor deployments will not suffice and dedicated indoor deployments will be necessary. In this article, we study dense deployments of millimetre-wave access points mounted on the ceiling, with directional antennas pointing downwards to illuminate selected spots on the ground. In this setup, the signal propagation is primarily limited by human body blockages. Therefore, we develop a body blockage model and derive an expression for the probability of blockage. Using the developed expressions and our simulation framework, we assess the impact of densification and body blockage on the achievable performance. We find that both coverage and area spectral efficiency curves exhibit non-trivial behaviour with respect to the access point density and that there is an optimal beamwidth-density configuration that only maximises either coverage or area spectral efficiency. Such optimal configuration changes depending on the body blockage probability, leading to a necessity for network designers to carefully consider their intended application and scenario.

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