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Published on: November 26, 2019
Exploiting User Clustering and Fixed Power Allocation for Multi-Antenna UAV-Assisted IoT Systems.
Sang Quang Nguyen1, Anh-Tu Le2, Chi-Bao Le3
1Science and Technology Application for Sustainable Development Research Group, Ho Chi Minh City University of Transport, Ho Chi Minh City 700000, Vietnam.
This study enhances Internet of Things (IoT) device performance using unmanned aerial vehicle (UAV) relays with multiple antennas and non-orthogonal multiple access (NOMA). The proposed system significantly improves reliability and outperforms traditional methods.
Area of Science:
- Wireless Communication
- Internet of Things (IoT)
- Aerial Networks
Background:
- IoT systems increasingly rely on Unmanned Aerial Vehicles (UAVs) for enhanced connectivity and coverage.
- Integrating multi-antenna UAVs with Non-Orthogonal Multiple Access (NOMA) offers a promising approach to boost IoT device performance and transmission reliability.
Purpose of the Study:
- To investigate user clustering and power allocation strategies for multi-antenna UAV-mounted relays in IoT networks.
- To analyze the impact of antenna selection techniques (Maximum Ratio Transmission and Best Selection) on system performance.
- To evaluate the performance of the proposed system in practical scenarios with and without direct base station links.
Main Methods:
- Derivation of closed-form expressions for Outage Probability (OP) and Ergodic Capacity (EC) for IoT devices.
- Comparative analysis of two multi-antenna UAV scenarios: Maximum Ratio Transmission and Best Selection.
- Performance evaluation under Nakagami-m fading conditions.
- Comparison with Orthogonal Multiple Access (OMA) schemes.
Main Results:
- The number of antennas on UAVs critically impacts system performance.
- Outage Probability (OP) decreases with increasing Signal-to-Noise Ratio (SNR), antenna count, and fading severity.
- The proposed NOMA-based UAV relay system demonstrates superior outage performance compared to OMA.
- Analytical results are validated through Monte Carlo simulations.
Conclusions:
- Multi-antenna UAV-mounted relays combined with NOMA effectively enhance IoT system reliability and performance.
- Antenna selection strategies offer a cost-effective way to leverage multi-antenna benefits.
- The proposed system provides a significant improvement over OMA, particularly in outage performance.
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