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Proportional Fair Trajectory Design and Resource Allocation for UAV-Assisted SWIPT System
1Department of Information and Communication Engineering, Dongguk University, Seoul 04620, Republic of Korea.
This study optimizes unmanned aerial vehicle (UAV) paths and resource allocation for simultaneous wireless information and power transfer (SWIPT). The proposed method enhances spectral efficiency while ensuring user fairness and energy harvesting for ground nodes.
Area of Science:
- Wireless communication systems
- Robotics and control systems
- Energy harvesting technologies
Background:
- Unmanned aerial vehicles (UAVs) are increasingly used for wireless communication.
- Simultaneous wireless information and power transfer (SWIPT) enables devices to receive data and energy wirelessly.
- Optimizing UAV trajectory and resource allocation is crucial for efficient SWIPT systems.
Purpose of the Study:
- To design a proportional fair trajectory and resource allocation strategy for UAV-assisted SWIPT.
- To maximize the sum of logarithmic average spectral efficiency (SE) for ground nodes (GNs).
- To guarantee average harvested energy requirements and improve user fairness.
Main Methods:
- Developed a power-splitting (PS) policy for GNs to receive information and energy.
- Employed quadratic transform and first-order Taylor expansion to address nonconvex optimization.
- Proposed an iterative algorithm to optimize UAV trajectory, transmit power, and GN PS ratios.
Main Results:
- The proposed scheme significantly improves average spectral efficiency compared to baseline methods.
- Achieved user fairness comparable to state-of-the-art schemes.
- Demonstrated the effectiveness of the iterative algorithm in optimizing system parameters.
Conclusions:
- The proposed UAV-assisted SWIPT system effectively balances spectral efficiency and user fairness.
- The developed optimization approach provides a viable solution for practical SWIPT deployments.
- This research contributes to advancing efficient wireless power and data transfer using UAVs.
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