Energy-efficient 3D placement and data service operation of multiple unmanned aerial vehicle base stations with antenna tilting = 안테나 기울기를 갖는 다중 무인 항공기 기지국들의 에너지 효율적인 3차원 배치 및 데이터 서비스 운용

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In this thesis, we address the energy-efficient 3D placement of unmanned aerial vehicle mounted base station (UAV-BS) that is capable of tilting adjustably its directional antenna. In other words, we attempt to find the optimal UAV-BS 3D location to support ground users (GUs), with minimum UAV-BS total energy consumption (TEC). The 3D placement problem is converted into a 2D placement problem without any loss of optimality, by obtaining the minimum altitude based on the elliptical wireless coverage characteristics formed on the ground by the tilted antenna. We apply the gradient descent algorithm (GDA) to minimize the TEC of the UAV-BS, in order to solve the 2D placement problem. Simulation results show that the GDA performs very close to the 2D exhaustive search method, for finding the optimal UAV-BS placement, and the optimal UAV-BS 3D placement is variant depending on the throughput requirement and GU density. We also verify that our proposed antenna tilt method achieves significant TEC savings compared to the vertical UAV-BS service case without antenna tilting, and fixed antenna tilt angle cases. Furthermore, when single or multiple UAV-BSs are operated according to the increase in the size of the region in which GUs are distributed, we provide the insight and guideline for UAV-BS operation considering the UAV-BS energy capacity by verifying energy-efficient 3D placement, and analyzing the system TEC.
Advisors
Kang, Joonhyukresearcher강준혁researcher
Description
한국과학기술원 :전기및전자공학부,
Publisher
한국과학기술원
Issue Date
2020
Identifier
325007
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 전기및전자공학부, 2020.8,[vii, 119 p. :]

Keywords

Unmanned aerial vehicles▼aBase station▼a3D placement▼aAntenna tilting▼aWireless coverage▼aTotal energy consumption; 무인 항공기▼a기지국▼a3차원 배치▼a안테나 기울기▼a무선 범위▼a전체 에너지 소비

URI
http://hdl.handle.net/10203/284509
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=926979&flag=dissertation
Appears in Collection
EE-Theses_Ph.D.(박사논문)
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