Abstract
Full-duplex communication technology can make full use of spectrum resources through simultaneous co-frequency transmission, but the interference of the signal sent by the device itself degrades performance. The paper proposes a joint antenna and relay selection algorithm based on Q-learning, which selects the best relay with the best transmit-receive configuration for the communication between the source and the target. Specifically, by learning the dual-medium cooperative communication environment to obtain feedback in terms of interruption probability and channel capacity, so as to determine the best relay and antenna. Finally, the paper verifies the effectiveness of the algorithm by simulation.
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