公开(公告)号：US20250056244A1

公开(公告)日：2025-02-13

申请号：US18797517

申请日：2024-08-08

Applicant: Nokia Technologies Oy

Inventor： Fahad SYED MUHAMMAD ,  Tachporn SANGUANPUAK ,  Frederick VOOK ,  Amir Mehdi AHMADIAN TEHRANI ,  Dimitri GOLD ,  Andrea BONFANTE

IPC: H04W16/28 ,  H04W16/18

Abstract: Embodiments of the present disclosure relate to apparatuses, methods, devices and computer readable storage medium for communication functionality validation. In a method, a first apparatus receives, from a second apparatus, a first performance metric of a first outcome of a communication functionality based on a first set of communication parameters. The first apparatus receives, from the second apparatus, a reference performance metric of a reference outcome of the communication functionality based on a set of reference communication parameters. The first apparatus validates the communication functionality based on a threshold and a first difference between the first performance metric and the reference performance metric.

公开(公告)号：US20250047398A1

公开(公告)日：2025-02-06

申请号：US18761656

申请日：2024-07-02

Applicant: Nokia Technologies Oy

Inventor： Tachporn SANGUANPUAK ,  Fahad SYED MUHAMMAD ,  Frederick VOOK ,  Amir Mehdi AHMADIAN TEHRANI ,  Andrea BONFANTE ,  Dimitri GOLD

IPC: H04B17/373 ,  H04B17/382

Abstract: The present document provides for performing measurements for beam management. According to an aspect, a method comprises: determining a mode for beam management, based on a configuration that indicates the mode for beam management; switching to the mode for beam management; performing at least one measurement related to artificial intelligence or machine learning beam management, while operating in the mode for beam management; and transmitting the at least one measurement to a test equipment or a network.

公开(公告)号：US20240283709A1

公开(公告)日：2024-08-22

申请号：US18404193

申请日：2024-01-04

Applicant: Nokia Technologies Oy

Inventor： Fahad SYED MUHAMMAD ,  Sakira HASSAN ,  Dimitri GOLD ,  István Zsolt KOVÁCS

IPC: H04L41/16

CPC classification number: H04L41/16

Abstract: In accordance with example embodiments of the invention there is at least a method an apparatus to perform receiving or sending, between a network node of a communication network, and a user equipment information comprising a service request for a dedicated bearer for data exchange of at least one of machine learning or artificial intelligence related data, wherein the data exchange is for training at least one of a machine learning or an artificial intelligence model for a particular use case; communicating the information with the communication network; handling control over at least one of an artificial intelligence or machine learning related data exchange through a machine learning-dedicated bearer, wherein the artificial intelligence or machine learning related data exchange comprises: data collection, model transfer, and life cycle Management for at least one of a machine learning model or machine learning functionality control signalling.

公开(公告)号：US20230055959A1

公开(公告)日：2023-02-23

申请号：US17794310

申请日：2020-01-24

Applicant: NOKIA TECHNOLOGIES OY

Inventor： Pavan KOTESHWAR SRINATH ,  Fahad SYED MUHAMMAD ,  Afef FEKI ,  Veronlque CAPDEVIELLE

IPC: H04L5/00 ,  G06N3/08

Abstract: An apparatus, method and computer program is described including: obtaining first channel measurement data for a primary component carrier used for communications between a device and a network node of a mobile communication system; providing the first channel measurement data as an input to an algorithm to obtain a first embedding output; comparing the first embedding output with embedding outputs of a plurality of reference channel measurement data input to said algorithm to identify a closest reference channel measurement data to the first channel measurement data; identifying a set of reference channel information associated with the identified closest reference channel measurement data, wherein the identified set of reference channel information includes a carrier aggregation policy defining one or more secondary communication channels; and setting a carrier aggregation policy for the primary component carrier in accordance with the carrier aggregation policy.