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Downlink Transmissions of UAV-RIS-Assisted Cell-Free Massive MIMO Systems: Location and Trajectory Optimization
Qi Zhang1,2, Jie Zhao2, Rongcheng Zhang2
1China Information Consulting & Design Institute Co., Ltd., Nanjing 210019, China.
This study optimizes unmanned aerial vehicle-reconfigurable intelligent surfaces (UAV-RIS) in cell-free massive MIMO systems. Optimal UAV-RIS placement and phase shifts significantly boost user equipment sum rates, with deployment strategies adapting to user distribution.
Area of Science:
- Wireless Communication Systems
- Intelligent Reflecting Surfaces
- Aerial Networks
Background:
- Cell-free massive MIMO (CF-mMIMO) enhances spectral efficiency.
- Reconfigurable intelligent surfaces (RIS) can improve wireless environments.
- Unmanned aerial vehicles (UAVs) offer dynamic aerial platforms.
Purpose of the Study:
- Investigate UAV-borne RIS (UAV-RIS) for CF-mMIMO systems.
- Maximize user equipment (UE) achievable downlink rate.
- Determine optimal UAV location and RIS phase shifts.
Main Methods:
- Derive closed-form approximation of UE achievable downlink rate.
- Correlate UAV location with Rician K-factor.
- Employ alternating optimization for UAV-RIS parameters.
Main Results:
- Achieved significant UE sum rate improvement.
- Verified accuracy of the derived rate approximation.
- Identified optimal UAV-RIS placement based on UE distribution.
Conclusions:
- UAV-RIS enhances CF-mMIMO performance.
- Optimal UAV-RIS deployment depends on UE density.
- Designed efficient UAV-RIS trajectory for sustained performance.
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