Performance Analysis of UAV Relay NOMA-MEC in IoT Network: Offloading and Optimization

This paper investigates unmanned aerial vehicle (UAV) and nonorthogonal multiple access (NOMA)-mobile-edge computing (MEC) in the Internet of Things (IoT) network, where a UAV acts as a relay. To evaluate offloading performance, we derived closed-form formulas for the successful computation probability (SCP) using the Nakagami-m fading channel model. Furthermore, we also propose an optimization problem to maximize SCP by optimizing the UAV deployment location using the genetic algorithm (GA) method. Finally, numerical results are presented to demonstrate the validity of our analysis.

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Publication Details

Published
2024-10-24
DOI
https://doi.org/10.1109/asiancomnet63184.2024.10811057
Citations
4
Primary Topic
UAV Applications and Optimization
Type
article
Field-Weighted Citation Impact
5.20
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Performance Analysis of UAV Relay NOMA-MEC in IoT Network: Offloading and Optimization

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Performance Analysis of UAV Relay NOMA-MEC in IoT Network: Offloading and Optimization

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article en
4 citations

Abstract

This paper investigates unmanned aerial vehicle (UAV) and nonorthogonal multiple access (NOMA)-mobile-edge computing (MEC) in the Internet of Things (IoT) network, where a UAV acts as a relay. To evaluate offloading performance, we derived closed-form formulas for the successful computation probability (SCP) using the Nakagami-m fading channel model. Furthermore, we also propose an optimization problem to maximize SCP by optimizing the UAV deployment location using the genetic algorithm (GA) method. Finally, numerical results are presented to demonstrate the validity of our analysis.

FPT University (VN)
Affordable and clean energy
Openalex Percentile: Top 5%
UAV Applications and Optimization
5.20
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