公开(公告)号：US20250063536A1

公开(公告)日：2025-02-20

申请号：US18796917

申请日：2024-08-07

Applicant: Nokia Technologies OY

Inventor： Ethiraj ALWAR ,  Anna PANTELIDOU

IPC: H04W64/00 ,  H04W16/28 ,  H04W76/20

Abstract: The disclosure relates to an apparatus comprising at least one processor and at least one memory including computer code for one or more programs, the at least one memory and the computer code configured, with the at least one processor, to cause the apparatus at least to: receive, from a network node, configuration information for collecting apparatus trajectory data; and use the configuration information for collecting apparatus trajectory data.

公开(公告)号：US20240428136A1

公开(公告)日：2024-12-26

申请号：US18749010

申请日：2024-06-20

Applicant: Nokia Technologies Oy

Inventor： Afef FEKI ,  Shivanand KADADI ,  Xavier BOUTAUD DE LA COMBE ,  Srilatha RAMACHANDRAN ,  István Zsolt KOVÁCS ,  Anna PANTELIDOU

IPC: G06N20/00 ,  G06N5/04

Abstract: A method including receiving a configuration indicating one or more rules for switching between a set of operational modes associated with at least one of: inference, data collection or training of a machine learning model, the machine learning model being associated with a network optimization function; determining, based on the one or more rules, whether to switch from a current operational mode to another operational mode from the set of operational modes; and performing the current operational mode or the other operational mode based on the determination.

公开(公告)号：US20240341004A1

公开(公告)日：2024-10-10

申请号：US18623489

申请日：2024-04-01

Applicant: Nokia Technologies Oy

Inventor： Anna PANTELIDOU ,  Hakon HELMERS ,  Daniela LASELVA ,  Sankaran BALASUBRAMANIAM ,  Iman HMEDOUSH ,  Ahlem KHLASS

IPC: H04W76/28

CPC classification number: H04W76/28

Abstract: A method comprising, receiving at a first access network element or function serving at least one first radio cell, information about at least one second cell discontinuous transmission, DTX, and/or discontinuous reception, DRX, pattern used by a second access network element or function; based on the received information, determining a conflict with at least one first cell DTX and/or DRX pattern used by the first access network element or function; providing coordination parameters comprising at least one of a pattern density parameter, a preference parameter indicating a preference with respect to a usage of at least one cell DTX and/or DRX pattern, or a characteristics parameter indicating a power and/or antenna characteristics; and receiving updated information in relation to an update of the at least one second cell DTX and/or DRX pattern.

公开(公告)号：US20240256970A1

公开(公告)日：2024-08-01

申请号：US18558996

申请日：2022-05-03

Applicant: Nokia Technologies Oy

Inventor： Anna PANTELIDOU ,  Hakon HELMERS ,  Cinzia SARTORI ,  Malgorzata TOMALA

IPC: G06N20/00 ,  H04L41/16 ,  H04W24/02

CPC classification number: G06N20/00 ,  H04L41/16 ,  H04W24/02

Abstract: As an aspect, there is provided an apparatus, caused at least to: process, by a central network unit, information on aspects of a machine learning algorithm to be used in an ununiform and/or distributed-manner operating radio communication network, wherein the aspects are characterizing to usage of the machine learning algorithm; examine information on access units in the radio communication network, wherein the information is associated with the location and/or capabilities of the access units; select at least one access unit among the access units to which the machine learning algorithm is to be delivered or from which the machine learning algorithm is to be requested based on the aspects of the machine learning algorithm and on the information on the access units for the machine learning algorithm being used in the ununiform and/or distributed-manner operating radio communication network in a centrally controlled manner.

公开(公告)号：US20240236721A9

公开(公告)日：2024-07-11

申请号：US18485528

申请日：2023-10-12

Applicant: Nokia Technologies Oy

Inventor： Amaanat ALI ,  Anna PANTELIDOU ,  Malgorzata TOMALA ,  Ethiraj ALWAR ,  Sina KHATIBI

IPC: H04W24/04 ,  H04L41/16 ,  H04W24/10

CPC classification number: H04W24/04 ,  H04L41/16 ,  H04W24/10

Abstract: An apparatus comprising: means for establishing a connection to a network; means for predicting, by an algorithm-based model implemented in said apparatus, whether any of configurable features of the apparatus infers a predetermined likelihood to cause an anomalous operating condition in said apparatus; and means for signalling information about said configurable features to the network.

公开(公告)号：US20240236208A1

公开(公告)日：2024-07-11

申请号：US18559114

申请日：2021-08-31

Applicant: Nokia Technologies Oy

Inventor： Dario BEGA ,  Anna PANTELIDOU ,  Christiane Maria ALLWANG

IPC: H04L67/62 ,  H04L41/147 ,  H04L41/16

CPC classification number: H04L67/62 ,  H04L41/147 ,  H04L41/16

Abstract: A requests prediction apparatus (103) comprising means for: —generating information related to one or more predicted data service requests on the basis of information related to one or more past data service requests; —sending information related to at least one of the predicted data service requests to a requests prediction service client (102-i).

公开(公告)号：US20240098586A1

公开(公告)日：2024-03-21

申请号：US18262135

申请日：2021-01-22

Applicant: Nokia Technologies Oy

Inventor： Anna PANTELIDOU ,  Hakon HELMERS

IPC: H04W36/00 ,  H04W24/08

CPC classification number: H04W36/0083 ,  H04W24/08

Abstract: A communications network comprising network nodes (20), one network node being configured to generate a requests (200) requesting predicted data from at least one other network node. An other network node being configured in response to receiving a request for predicted data, to generate the predicted data and to transmit (220) the predicted data to the requesting network node.

公开(公告)号：US20230292168A1

公开(公告)日：2023-09-14

申请号：US18040389

申请日：2020-08-03

Applicant: NOKIA TECHNOLOGIES OY

Inventor： Malgorzata TOMALA ,  Cinzia SARTORI ,  Hakon HELMERS ,  Anna PANTELIDOU

IPC: H04W24/10 ,  H04W76/27 ,  G06N20/00

CPC classification number: H04W24/10 ,  H04W76/27 ,  G06N20/00

Abstract: It is provided an apparatus comprising: one or more processors, and memory storing instructions that, when executed by the one or more processors, cause the apparatus to: monitor if a trained model is available at a terminal; inform a network that the trained model is available at the terminal if the trained model is available at the terminal.

公开(公告)号：US20230043737A1

公开(公告)日：2023-02-09

申请号：US17790837

申请日：2020-12-02

Applicant: Nokia Technologies Oy

Inventor： Anna PANTELIDOU ,  Hakon HELMERS

IPC: H04W74/08 ,  H04W24/04

Abstract: An apparatus comprising means for performing: determining information comprising: a rate of failure for random access channel attempts in at least one cell controlled by the apparatus; and/or a number of successful random access channel attempts in the at least one cell controlled by the apparatus and a number of failed random access channel attempts in the at least one cell controlled by the apparatus; and sending the information from the apparatus to a second apparatus.

公开(公告)号：US20220361052A1

公开(公告)日：2022-11-10

申请号：US17313381

申请日：2021-05-06

Applicant: Nokia Technologies Oy

Inventor： Anna PANTELIDOU ,  Ingo Viering ,  Krzysztof Kordybach

IPC: H04W36/00 ,  H04W36/08

Abstract: An apparatus includes circuitry configured to: initiate a conditional handover preparation for a conditional handover to change communication access for a user equipment from a source node to a target node; receive a cost from the target node following the conditional handover preparation; receive a cause indicating a trigger for sending the cost, an indication of a type of the cost, and a range for the cost, where the cause characterizes a value of the cost to indicate the type of the cost; the cost being based on resource utilization of the target node, the resource utilization being related to providing communication access for the user equipment following the conditional handover preparation; and adjust a policy related to an initiation of a subsequent conditional handover preparation for the user equipment to the target node, the policy adjusted based on the cost to enhance the resource utilization of the target node.