公开(公告)号：US20250056288A1

公开(公告)日：2025-02-13

申请号：US18784301

申请日：2024-07-25

Applicant: Nokia Technologies Oy

Inventor： Fahad SYED MUHAMMAD ,  Bharath Ramesh Kashyap ,  Wolfgang Zirwas ,  Dimitri Gold

IPC: H04W24/10 ,  H04B7/06 ,  H04L5/00 ,  H04W24/02

Abstract: Example embodiments of the present disclosure relate to obtaining of measured information and predicted information related to an Artificial Intelligence (AI)/Machine Learning (ML) model. In an example method, a first apparatus performs, during a first time period, first one or more measurements to obtain first measured information related to the first time period. The first apparatus determines, based on the first measured information, predicted information related to a second time period which is after the first time period. The first apparatus performs, during the second time period, second one or more measurements to obtain second measured information related to the second time period. The first apparatus transmits, to a second apparatus, the second measured information and the predicted information. In this way, a test mechanism framework may evaluate the prediction accuracy for AI/ML based prediction use case.

公开(公告)号：US20250055578A1

公开(公告)日：2025-02-13

申请号：US18775456

申请日：2024-07-17

Applicant: Nokia Technologies Oy

Inventor： Wolfgang ZIRWAS ,  Fahad Syed Muhammad ,  Bharath Ramesh Kashyap ,  Dimitri Gold

IPC: H04B17/318 ,  H04B17/373 ,  H04L5/00

Abstract: Embodiments of the present disclosure relate to apparatuses, methods, devices and computer readable storage medium for monitoring and testing prediction performance. The method comprising: receiving, at a first apparatus from a second apparatus, a first set of reference signals and a second set of reference signals different from the first set of reference signals; generating a predicted result for a first time period based on the first set of reference signals; generating a measured result for the first time period based on the second set of reference signals; and transmitting the predicted result and the measured result to the second apparatus.

公开(公告)号：US20240259923A1

公开(公告)日：2024-08-01

申请号：US18517771

申请日：2023-11-22

Applicant: Nokia Technologies Oy

Inventor： Brajesh SONI ,  Bharath Ramesh Kashyap ,  Faranaz Sabouri-Sichani ,  Ling Yu ,  Vinh Van Phan

IPC: H04W48/16 ,  H04W36/00 ,  H04W76/10

CPC classification number: H04W48/16 ,  H04W36/0079 ,  H04W76/10

Abstract: There is provided a method for a network node, comprising: determining that a remote user equipment (UE) in a cell requires a path switch, the path switch comprising switching the remote UE to connect with the network node via a relay UE; providing, for the remote UE, a connection configuration for connecting with the network node via the relay UE; after providing the connection configuration, determining that the relay UE is to be handed over to another cell; transmitting a message to the relay UE, the message prohibiting the relay UE from establishing a sidelink connection with the remote UE.