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 with the power-scaling Case II, the loop interference can be restricted effectively in full-duplex massive MIMO AF relaying systems when the number of transmit antennas goes to infinity. However, with power-scaling Cases I and III, the systems have no ability to cancel the loop interference even if the number of receive or transmit antennas (or both) goes to infinity.
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 first 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. The channel matrices account for both small-scale fading and large-scale fading.
3:List of Experimental Equipment and Materials:
The study involves the use of massive MIMO systems with specific configurations of receive and transmit antennas at the base station.
4:Experimental Procedures and Operational Workflow:
The analysis includes deriving the lower bounds of achievable ergodic rates and performing asymptotic performance analysis under three different power-scaling schemes.
5:Data Analysis Methods:
The study uses mathematical manipulation to derive the lower bound of the achievable ergodic rate for any source-destination pair and analyzes the total spectrum and energy efficiencies.
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