Handling Spontaneous Traffic Variations in 5G+ via Offloading onto mmWave-Capable UAV `Bridges'

06/23/2020
by   Nikita Tafintsev, et al.
0

Unmanned aerial vehicles (UAVs) are increasingly employed for numerous public and civil applications, such as goods delivery, medicine, surveillance, and telecommunications. For the latter, UAVs with onboard communication equipment may help temporarily offload traffic onto the neighboring cells in fifth-generation networks and beyond (5G+). In this paper, we propose and evaluate the use of UAVs traveling over the area of interest to relieve congestion in 5G+ systems under spontaneous traffic fluctuations. To this end, we assess two inherently different offloading schemes, named routed and controlled UAV `bridging'. Using the tools of renewal theory and stochastic geometry, we analytically characterize these schemes in terms of the fraction of traffic demand that can be offloaded onto the UAV `bridge' as our parameter of interest. This framework accounts for the unique features of millimeter-wave (mmWave) radio propagation and city deployment types with potential line-of-sight (LoS) link blockage by buildings. We also introduce enhancements to the proposed schemes that significantly improve the offloading gains. Our findings offer evidence that the UAV `bridges' may be used for efficient traffic offloading in various urban scenarios.

READ FULL TEXT

page 1

page 3

page 16

research
07/26/2020

Hover or Perch: Comparing Capacity of Airborne and Landed Millimeter-Wave UAV Cells

On-demand deployments of millimeter-wave (mmWave) access points (APs) ca...
research
03/03/2020

Coverage Analysis of UAVs in Millimeter Wave Networks: A Stochastic Geometry Approach

Recent developments in robotics and communication technologies are pavin...
research
10/31/2021

Optimization of a Millimeter-Wave UAV-to-Ground Network in Urban Deployments

An urban tactical wireless network is considered wherein the base statio...
research
08/04/2022

UAV Communications in Integrated Terrestrial and Non-terrestrial Networks

With growing interest in integrating terrestrial networks (TNs) and non-...
research
11/04/2019

Aerial Access and Backhaul in mmWave B5G Systems: Performance Dynamics and Optimization

The use of unmanned aerial vehicle (UAV)-based communication in millimet...
research
09/11/2019

3D traffic flow model for UAVs

In this work, we introduce a microscopic traffic flow model called Scala...
research
05/11/2018

Blockage Modeling for Inter-layer UAVs Communications in Urban Environments

The impact of buildings blockage on the UAVs communications in different...

Please sign up or login with your details

Forgot password? Click here to reset