QUALCOMM Incorporated
USER EQUIPMENT REPORTING FOR UPDATING OF MACHINE LEARNING ALGORITHMS

Abstract:

Wireless communications systems and methods related to user equipment reporting for updating of machine learning algorithms are provided. A user equipment (UE) applies a machine learning-based network to a set of received signal measurements. The UE determines whether an output of the machine learning-based network fails to satisfy one or more criteria. The UE communicates, with a base station (BS), a report when the output of the machine learning-based network fails to satisfy the one or more criteria. The BS communicates, with one or more UEs, a first configuration for a machine learning-based network. The BS receives, from a first UE of the one or more UEs, a report associated with a prediction error in the machine learning-based network. The BS communicates, with the first UE, a second configuration for the machine learning-based network based on the received report.