公开(公告)号：US20240323710A1

公开(公告)日：2024-09-26

申请号：US18272528

申请日：2022-08-31

Applicant: Korea University Research and Business Foundation

Inventor： In Kyu LEE ,  Min Seok KIM ,  Hong Ju LEE

IPC: H04W24/02 ,  H04W28/06 ,  H04W72/044

CPC classification number: H04W24/02 ,  H04W28/06 ,  H04W72/044

Abstract: The present disclosure relates to a machine learning-based resource allocation method and device in a wireless communication system. A method of performing resource allocation in a wireless communication system according to an embodiment of the present disclosure may include acquiring DNN output information through a deep neural network (DNN) based on input H corresponding to wireless channel-related information; acquiring resource allocation matrix X having a form of a permutation matrix through an approximation operation to a doubly stochastic matrix based on input A corresponding to the DNN output information; and allocating M resource elements belonging to a set of first type resources to N resource elements belonging to a set of second type resources based on the resource allocation matrix.