研究目的
To investigate the impact of amplified loop interference in dual-hop full-duplex massive MIMO amplify-and-forward relaying systems in terms of achievable ergodic rates for each user pair as well as spectrum and energy efficiencies.
研究成果
The paper concludes that in full-duplex massive MIMO AF relaying systems, the power-scaling case II (PS = ES and PR = ER/MTx) is the only scenario where the loop interference can be restricted effectively when the number of transmit antennas goes to infinity. The other power-scaling cases (I and III) do not eliminate the loop interference even with an infinite number of antennas. This insight is crucial for the design of full-duplex massive MIMO AF relay systems with less loop interference and low implementation complexity.
研究不足
The study focuses on the impact of loop interference in full-duplex massive MIMO AF relaying systems and does not consider other factors such as different scheduling algorithms, different precoding schemes, channel estimation, and user pairing in massive MIMO systems.
1:Experimental Design and Method Selection:
The study considers a dual-hop full-duplex massive MIMO AF relaying system with the base station equipped with MRx receive antennas and MTx transmit antennas, and all sources and destinations with a single antenna. The closed-form expressions of the lower bounds of achievable ergodic rates are derived with a finite number of receive and transmit antennas at the base station.
2:Sample Selection and Data Sources:
The system model includes K user pairs communicating with the assistance of a relay, with channel matrices accounting for both small-scale fading and large-scale fading.
3:List of Experimental Equipment and Materials:
The system involves massive MIMO antennas at the base station and single antennas at user terminals.
4:Experimental Procedures and Operational Workflow:
The transmission at time t over the same time-frequency resource is considered, with all K sources transmitting simultaneously their signal to the relay, and the relay broadcasting its previously received signals to K destinations using AF relaying protocols.
5:Data Analysis Methods:
The asymptotic performance analysis is performed by considering three different power-scaling schemes to analyze the system's performance under various conditions.
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