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Energy Efficient Altitude Optimization of an Aerial Access Point

Authors: Babu, Nithin; Ntougias, Konstantinos; Papadias, Constantinos B; Popovski, Petar;

Energy Efficient Altitude Optimization of an Aerial Access Point

Abstract

In this paper, we propose an energy-efficient optimal<br>altitude for an aerial access point (AAP), which acts as a flying<br>base station to serve a set of ground user equipment (UE).<br>Since the ratio of total energy consumed by the aerial vehicle<br>to the communication energy is very large, we include the<br>aerial vehicle’s energy consumption in the problem formulation.<br>After considering the energy consumption model of the aerial<br>vehicle, our objective is translated into a non-convex optimization<br>problem of maximizing the global energy efficiency (GEE)<br>of the aerial communication system, subject to altitude and<br>minimum individual data rate constraints. At first, the nonconvex fractional objective function is solved by using sequential<br>convex programming (SCP) optimization technique. To compare<br>the result of SCP with the global optimum of the problem,<br>we reformulate the initial problem as a monotonic fractional<br>optimization problem (MFP) and solve it using the polyblock<br>outer approximation (PA) algorithm. Numerical results show that<br>the candidate solution obtained from SCP is the same as the<br>global optimum found using the monotonic fractional programming technique. Furthermore, the impact of the aerial vehicle’s<br>energy consumption on the optimal altitude determination is also<br>studied <br>

Keywords

Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
11
Top 10%
Average
Top 10%
Green
hybrid