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Published on: November 26, 2019
Optimal UAV Deployment and Resource Management in UAV Relay Networks.
1School of Smart IT, Semyung University, 65 Semyeong-ro, Jecheon-si 27136, Korea.
This study introduces a fast algorithm for Unmanned Aerial Vehicle (UAV) relay networks to optimize 5G communication throughput. It efficiently determines UAV deployment and resource allocation for enhanced mobile broadband and machine-type communications.
Area of Science:
- Wireless communication networks
- Network optimization
- 5G communication systems
Background:
- Unmanned Aerial Vehicle (UAV) relay networks offer solutions for 5G requirements like enhanced Mobile Broadband (eMBB) and massive Machine Type Communications (mMTC).
- UAVs as relay nodes improve connectivity, extend base station (BS) coverage, and boost throughput using line-of-sight (LOS) channels.
- Existing methods struggle with analytical solutions for joint UAV deployment and resource allocation.
Purpose of the Study:
- To maximize user equipment (UE) throughput within a cell while ensuring reliable transmission for UEs outside BS coverage.
- To develop a practical algorithm for joint UAV deployment and resource allocation in UAV relay networks (URNs).
Main Methods:
- Formulation of joint UAV deployment and resource allocation problems.
- Proposal of a fast, sequential algorithm to determine optimal transmit time slots and UAV relay locations.
- Pre-determination of base station (BS) and UAV transmit power based on Channel State Information (CSI).
Main Results:
- The proposed algorithm provides optimal solutions for transmit time slots and UAV relay locations.
- Simulation results show significant reductions in computational effort and complexity compared to exhaustive search.
- The algorithm effectively balances throughput maximization and reliable transmission guarantees.
Conclusions:
- The developed algorithm offers an efficient and practical approach for optimizing UAV relay networks.
- This method significantly reduces the complexity of determining optimal UAV deployment and resource allocation.
- The findings support the use of UAVs for enhancing 5G network performance.
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