Communication device and method for determining channel state information report based on artificial intelligence/machine learning

Abstract

Communication devices and methods for determining channel state information (CSI) report based on artificial intelligence (AI)/machine learning (ML) are provided. The method for determining CSI report based on AI/MI performed by a communication device includes determining, by the communication device, one or more CSI reports according to an AI/ML based CSI feedback, wherein each of the one or more CSI reports contains an output of an auto-encoder, a compression ratio, a rank indicator, quantization levels, a ground truth of an enhanced CSI feedback, and/or an ML model monitoring outcome, and determining, by the communication device, priority rules for the CSI reports according to the AI/ML based CSI feedback.

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