研究目的
To investigate the robustness of low-resolution ADCs against interference in multiuser massive MIMO systems and to propose the MRT-BD scheme as a beamforming technique to evaluate the effects of low-resolution ADCs.
研究成果
The MRT-BD scheme improves the throughput and reduces the quantization error effects in massive MIMO systems with low-resolution ADCs. 4-bit ADCs achieve throughput close to that of infinite resolution, making them a viable option for low power consumption systems.
研究不足
The study is limited to simulations under specific conditions (i.i.d. Rayleigh fading channel model) and does not address practical implementation challenges.
1:Experimental Design and Method Selection:
The study employs full digital beamforming in a massive MIMO system with low-resolution ADCs. The MRT-BD scheme is proposed and evaluated.
2:Sample Selection and Data Sources:
The system model includes a single-cell uplink and downlink system with multiple users and antennas.
3:List of Experimental Equipment and Materials:
The simulation conditions include a massive MIMO BS with 128 antenna elements, 8 users, and ADCs with 1 to 4 bits of resolution.
4:Experimental Procedures and Operational Workflow:
The study involves channel estimation in the uplink, application of the MRT-BD scheme in the downlink, and evaluation of system throughput.
5:Data Analysis Methods:
The performance is evaluated based on mean square error (MSE) of channel estimation and system throughput.
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