SIGNAL DETECTION METHOD AND APPARATUS BASED ON REINFORCEMENT LEARNING FOR VEHICULAR MIMO COMMUNICATION
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United States of America
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Feb 20, 2025
app pub date -
Nov 7, 2024
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Nov 7, 2024
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Abstract
The present exemplary embodiments provide a reinforcement learning based signal detection apparatus and method for vehicular MIMO communication which flexibly adjust the performance and the complexity by applying the reinforcement learning during the MIMO signal detecting process, improving a trade-off relationship between the performance and the complexity of the MIMO signal detection, and controlling the number of episodes of the reinforcement learning in accordance with the speed of the vehicle.
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