公开(公告)号：US20220264514A1

公开(公告)日：2022-08-18

申请号：US17672905

申请日：2022-02-16

Applicant: NOKIA TECHNOLOGIES OY

Inventor： Muhammad Majid BUTT ,  Afef FEKI ,  Veronique CAPDEVIELLE ,  Fahad SYED MUHAMMAD

IPC: H04W64/00

Abstract: Apparatuses and methods in a communication system are disclosed. Data on error between the location of more than one user terminal and the estimated location of the more than one user terminal is obtained, the estimated location obtained utilising radio frequency fingerprinting. It is evaluated whether the error is greater than a given threshold, and if so it is determined whether the error is due to radio frequency fingerprinting or not. Based on the determination decision is made on initialising update of radio frequency fingerprinting map.

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.