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

Publisher: USS

Authors: Anh Nhat Nguyen, FPT University Gia-Huy Nguyen, FPT University Khai Nguyen, FPT University Minh-Sang Nguyen, FPT University Tung-Son Ngo, FPT University Manh-Duc Hoang, FPT University Tien-Dat Trinh, FPT University Tuan-Anh Hoang, FPT University

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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.

Keywords: unmanned aerial vehicle, nonorthogonal multiple access, mobile-edge computing, Internet of Things

Published in: IEEE Transactions on Antennas and Propagation( Volume: 71, Issue: 4, April 2023)

Page(s): 2908 - 2921

Date of Publication: 2908 - 2921

DOI: 10.1109/TAP.2023.3240032

Publisher: UNITED SOCIETIES OF SCIENCE