公开(公告)号：US20250024278A1

公开(公告)日：2025-01-16

申请号：US18750904

申请日：2024-06-21

Applicant: DISH Wireless L.L.C.

Inventor： Mostafa Tofighbakhsh ,  Mahdi Khansari ,  Arash Mahmoudian

IPC: H04W24/06

Abstract: A method for generating a digital twin of a radio network (RN) is disclosed that includes accessing, by one or more processing devices, a digital twin representation (DTR) of the RN, the RN including a plurality of nodes configured to enable communications between wireless user equipments (UEs), the DTR including virtual representations of the plurality of nodes and the interconnections. Using a trained machine learning (ML) model, a subset of the DTR is identified, the subset being representative of operating conditions for a particular time range. The method includes determining, by the processing devices via monitoring parameters of the subset of the DTR, that at least one of the operating conditions of the RN is outside of an expected range. In response to determining that the operating conditions of the RN is outside of the expected range, generating an output signal is generated indicative of a condition of the RN.