研究目的
To maximize the end-to-end signal-to-noise ratio (SNR) for full-duplex massive multiple-input multiple-output (MIMO) amplify-and-forward (AF) relay systems in the presence of direct link.
研究成果
The paper concludes that the MRC/MRT strategy is asymptotically optimal for full-duplex massive MIMO AF relay systems with direct links. It also presents a semi-closed form solution for the optimal source beamformer and a suboptimal closed-form solution that performs closely to the optimal method, demonstrating significant performance gains over conventional schemes.
研究不足
The study assumes ideal conditions for self-interference cancellation and large-scale relay transmit arrays with low transmit power, which may not be fully achievable in practical scenarios.
1:Experimental Design and Method Selection:
The study employs a two-tier iterative algorithm relying on bi-section search for optimizing the source beamformer in a full-duplex massive MIMO AF relay system.
2:Sample Selection and Data Sources:
The system model includes one source, one full-duplex relay, and one destination, with specified antenna configurations.
3:List of Experimental Equipment and Materials:
The setup involves linear transmit and receive beamforming techniques, with specific power constraints.
4:Experimental Procedures and Operational Workflow:
The methodology involves deriving asymptotically optimal relay receive and transmit filters, followed by an equivalent problem formulation with regard to the source beamformer only.
5:Data Analysis Methods:
The performance is evaluated through simulation results comparing different transmission schemes.
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