6G CELLULAR NETWORKS SYSTEM BASED ON FEDERATED LEARNING AND METHOD OF PERFORMING THEREOF

摘要

A federated learning-based 6G architecture network system according to an embodiment of the present invention calculates a local learning model using a local data set and provides update information for the local learning model to a pre-allocated UAV-based wireless mobile minor module. Upon receiving update information on the local learning model from the user equipment module and the user equipment module, update information on the local learning model is exchanged and authenticated through communication between other UAV-based wireless mobile minor modules, and then localized according to the authentication result A data side block including a UAV-based wireless mobile minor module that updates update information on a learning model to a block on a block chain, a global controller module that controls a global switch installed in the core network module, and a UAV-based wireless mobile minor module A control side block including a global controller module including a local controller module for controlling an installed local switch, and when an update to a local learning model is executed by the user device module, allocating a user device module and a UAV-based wireless mobile minor module and a management side block including a global controller management function module and a local controller management function module that provides information on management of a local learning model to the local controller module.