公开(公告)号：US20240112087A1

公开(公告)日：2024-04-04

申请号：US18475873

申请日：2023-09-27

Applicant: Nokia Technologies Oy

Inventor： Sankaran BALASUBRAMANIAM ,  Amaanat ALI ,  Anna PANTELIDOU ,  Ethiraj ALWAR ,  Hakon HELMERS

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: Method comprising:



providing, to a second node different from a first node, for each of one or more machine learning models, a respective support indication, wherein the respective support indication indicates that the first node supports the respective machine learning model, and the respective support indication comprises an identifier of the respective machine learning model and at least one capability of the respective machine learning model;
monitoring whether the first node receives, from the second node for at least one of the one or more machine learning models, a configuration request requesting to configure the respective machine learning model according to a respective requested configuration;
configuring the at least one of the one or more machine learning models according to the respective requested configuration if the first node receives the configuration request for the at least one of the one or more machine learning models from the second node.

公开(公告)号：US20230171839A1

公开(公告)日：2023-06-01

申请号：US17995787

申请日：2021-03-05

Applicant: Nokia Technologies Oy

Inventor： Ethiraj ALWAR ,  Amaanat ALI ,  Andres ARJONA

IPC: H04W76/20 ,  H04W74/04 ,  H04W74/08 ,  H04W76/30

CPC classification number: H04W76/20 ,  H04W74/04 ,  H04W74/0833 ,  H04W76/30

Abstract: Examples of the present disclosure relates to a user equipment (UE), centralized unit (gNB-CU) of an access node (gNB), a distributed unit (gNB-DU), and an access node for managing the UE’s state transition. In an example of the present disclosure there is provided a UE comprising means receiving, from an access node, at least one first message for transitioning the UE from an RRC connected state to an RRC inactive state, wherein the at least one message comprises configuration information that enables the UE to use Contention Free Random Access (CFRA). The UE further comprises means for sending, using CFRA based at least in part on the configuration information, at least one second message for transitioning the UE from a Radio Resource Control (RRC) inactive state to an RRC connected state.

公开(公告)号：US20250048216A1

公开(公告)日：2025-02-06

申请号：US18762175

申请日：2024-07-02

Applicant: Nokia Technologies Oy

Inventor： Anna PANTELIDOU ,  Ethiraj ALWAR

IPC: H04W36/22 ,  H04W24/08

Abstract: According to various, but not necessarily all, examples there is provided an apparatus for a network node, the apparatus comprising: means for sending a message to a target network node, the message comprising a request for measurement information of a measurement on an energy cost of the target network node, and the message comprising a message field requesting impact information of an impact of at least one other network node on the measurement; means for receiving from the target network node the measurement information and the impact information; and means for performing, based on the measurement information and the impact information, at least one action related to traffic offloading.

公开(公告)号：US20240414714A1

公开(公告)日：2024-12-12

申请号：US18736661

申请日：2024-06-07

Applicant: Nokia Technologies Oy

Inventor： Ethiraj ALWAR ,  Claudiu MIHAILESCU ,  Krzysztof MALIGA ,  Sankaran BALASUBRAMANIAM ,  Andres ARJONA ,  Hakon HELMERS

IPC: H04W72/20

Abstract: Example embodiments of the present disclosure relate to apparatuses, methods, and computer readable storage medium for resource status reporting. In a method, a first apparatus receives a resource status request for at least one resource group from a second apparatus. Then, the first apparatus transmits a resource status indication for the at least one resource group to the second apparatus.

公开(公告)号：US20240137787A1

公开(公告)日：2024-04-25

申请号：US18485528

申请日：2023-10-11

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：US20240113796A1

公开(公告)日：2024-04-04

申请号：US18477156

申请日：2023-09-28

Applicant: Nokia Technologies Oy

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

IPC: H04B17/391 ,  H04B17/20

CPC classification number: H04B17/3913 ,  H04B17/201

Abstract: Apparatus comprising:



one or more processors, and memory storing instructions that, when executed by the one or more processors, cause the apparatus to perform:
monitoring whether a terminal suffers a performance issue due to an artificial intelligence/machine learning operation performed by the terminal;
performing an action related to the artificial intelligence/machine learning operation to remove or reduce the performance issue if the terminal suffers the performance issue due to the artificial intelligence/machine learning operation.

公开(公告)号：US20240049089A1

公开(公告)日：2024-02-08

申请号：US18366289

申请日：2023-08-07

Applicant: Nokia Technologies Oy

Inventor： Ethiraj ALWAR ,  Anna PANTELIDOU

IPC: H04W36/16 ,  H04W36/00

CPC classification number: H04W36/165 ,  H04W36/0085

Abstract: According to an aspect, there is provided an apparatus comprising a data collection configuration for carrying out data collection measurements for training an artificial intelligence or machine learning model used in controlling a mode change in a first radio cell to an energy saving mode.