公开(公告)号：US20160088502A1

公开(公告)日：2016-03-24

申请号：US14891116

申请日：2013-05-14

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Henning SANNECK ,  Szabolcs NOVACZKI ,  Gabriela CIOCARLIE ,  Ulf LINDQVIST

IPC: H04W24/08 ,  H04W24/06

Abstract: It is provided a method for cell anomaly detection in a network comprising receiving first training data of a first source; receiving second training data of a second source; generating profiles based on the first training data; generating profiles based on the second training data; collecting the generated profiles of the first training data and of the second training data in a pool profiles; associating a weight with each profile in the pool of profiles; providing a set of predictions based on the profiles and their associated weights; and generating data for root cause diagnosis based on at least one prediction.

Abstract translation: 提供了一种用于网络中的小区异常检测的方法，包括接收第一源的第一训练数据; 接收第二源的第二训练数据; 基于第一训练数据生成轮廓; 基于第二训练数据生成轮廓; 在池配置文件中收集生成的第一训练数据和第二训练数据的轮廓; 将重量与配置文件池中的每个配置文件相关联; 基于轮廓及其相关权重提供一组预测; 以及基于至少一个预测产生用于根本原因诊断的数据。

公开(公告)号：US20170063621A1

公开(公告)日：2017-03-02

申请号：US15307684

申请日：2014-04-30

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Henning SANNECK ,  Tsvetko TSVETKOV ,  Szabolcs NOVACZKI

IPC: H04L12/24 ,  H04W24/08 ,  H04W24/02

CPC classification number: H04L41/0823 ,  H04L41/0813 ,  H04L41/0886 ,  H04L41/142 ,  H04L41/16 ,  H04W24/02 ,  H04W24/08 ,  H04W84/18

Abstract: It is proposed a method of operating a network by a SON Verification Function (20), monitoring a network behaviour and verifying a change in network based on the monitored network behaviour. The SON Verification Function performs a post-action verification of CM changes and may request from a SON coordinator to undo CM changes.

Abstract translation: 提出了通过SON验证功能（20）操作网络的方法，基于所监视的网络行为监视网络行为和验证网络的变化。 SON验证功能执行CM更改的动作后验证，并可以从SON协调器请求撤消CM更改。

公开(公告)号：US20170265089A1

公开(公告)日：2017-09-14

申请号：US15509363

申请日：2014-09-08

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Henning SANNECK ,  Szabolcs NOVACZKI ,  Tsvetko Ivanchev TSVETKOV

IPC: H04W24/02 ,  H04L12/24 ,  H04W24/08

Abstract: There are provided measures for verification of configuration actions. Such measures exemplarily comprise detecting a configuration change in a domain, said configuration change comprises at least one parameter change, and said domain comprises at least one cell, repeating, for a predetermined period, an assessment cycle, and deciding, for each respective parameter change of said at least one parameter change, whether said respective parameter change is to be undone, based on a performance change of each cell of said domain which cell is affected by said respective parameter change, wherein said assessment cycle comprises assessing said performance change of each cell of said domain which cell is affected by any of said at least one parameter change.

公开(公告)号：US20160183102A1

公开(公告)日：2016-06-23

申请号：US14896972

申请日：2013-06-13

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Henning SANNECK ,  Haitao TANG ,  Juergen GOERGE ,  Lars Christoph SCHMELZ

IPC: H04W24/02

CPC classification number: H04W24/02 ,  H04W84/18

Abstract: A method comprises receiving at a training coordinator training information from a self-organising network function and network related information and providing to a self-organising network function coordinator a first training request comprising a training request for said self-organising network function and one or more of network related information and training information about one or more other self-organising network functions.

Abstract translation: 一种方法包括在训练协调员处接收来自自组织网络功能和网络相关信息的训练信息，并向自组织网络功能协调器提供包括对所述自组织网络功能的训练请求和一个或多个 关于一个或多个其他自组织网络功能的网络相关信息和培训信息。

公开(公告)号：US20150382209A1

公开(公告)日：2015-12-31

申请号：US14767623

申请日：2013-02-14

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Henning SANNECK ,  Haitao TANG

IPC: H04W24/02 ,  H04W24/10

CPC classification number: H04W24/02 ,  H04W24/10 ,  H04W84/18

Abstract: A method of adapting operation of self-organizing network functions in a communication network comprising a big data level system and a self-organizing network system and at least one network element is provided, wherein the method comprises adapting the operation of at least one self-organizing network function by using knowledge achieved by analysis performed on the big data level.

Abstract translation: 提供了一种在包括大数据级系统和自组织网络系统以及至少一个网络元件的通信网络中适应自组织网络功能的操作的方法，其中，所述方法包括调整至少一个自组织网络功能的操作， 通过使用在大数据层次上进行的分析实现的知识组织网络功能。

公开(公告)号：US20240348508A1

公开(公告)日：2024-10-17

申请号：US18294335

申请日：2021-08-11

Applicant: Nokia Solutions and Networks Oy

Inventor： Borislava GAJIC ,  Tejas SUBRAMANYA ,  Henning SANNECK ,  Janne ALI-TOLPPA ,  Sina KHATIBI

IPC: H04L41/16

CPC classification number: H04L41/16

Abstract: A method, executable by a first network entity or function associated to a network, wherein the first network entity or function has an interface configured to receive information in relation to an artificial intelligence, AI, trustworthiness level from a network management entity or function associated to the network and a second network entity or function associated to the network, has an interface configured to receive information in relation to an AI service level from the network management entity or function, the method comprising communicating with the second network entity or function via an interface established between the first network entity or function and the second network entity or function.

公开(公告)号：US20180124867A1

公开(公告)日：2018-05-03

申请号：US15559528

申请日：2015-03-19

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Tsvetko Ivanchev TSVETKOV ,  Janne Tapio ALI-TOLPPA ,  Henning SANNECK

IPC: H04W84/18 ,  H04W48/18 ,  H04L12/24 ,  H04W24/02 ,  H04B17/318

CPC classification number: H04W84/18 ,  H04B17/318 ,  H04L41/0803 ,  H04Q11/0478 ,  H04W24/02 ,  H04W48/18 ,  H04W84/042

Abstract: A method for verifying an operation of a mobile radio communication network is provided, wherein the method comprises sending an Initiation Message from a first network entity to a second network entity, the Initiation Message defining an undo request and comprising an UNDO section defining an undo area, a TRIGGERING_CM section indicating changes to the network, and an ASSISTANCE section; receiving an Assistance-Response Message, the Assistance-Response Message comprising the UNDO section, and an ASSISTED_CM section; and sending an Assistance-Acknowledge Message including an ACK flag and the UNDO section from the first network entity to the second network entity.

公开(公告)号：US20180034699A1

公开(公告)日：2018-02-01

申请号：US15711315

申请日：2017-09-21

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Henning SANNECK ,  Tobias BANDH ,  Raphael ROMEIKAT

IPC: H04L12/24 ,  H04W84/12 ,  H04W84/18

CPC classification number: H04L41/0886 ,  H04L41/0816 ,  H04L41/0873 ,  H04W84/12 ,  H04W84/18

Abstract: A method comprising determining at least one event criteria from a received event function request; determining an event impact from the at least one event criteria and a general function impact; determining whether the event impact interferes with at least one implemented function instance; and generating a coordination output based on the determination whether the event impact inteferes.

公开(公告)号：US20160157297A1

公开(公告)日：2016-06-02

申请号：US14896957

申请日：2013-06-12

Applicant: NOKIA SOLUTIONS AND NETWORKS OY

Inventor： Lars Christoph SCHMELZ ,  Henning SANNECK ,  Haitao TANG

IPC: H04W84/18 ,  H04L12/26 ,  H04L12/24

CPC classification number: H04W84/18 ,  H04L41/0803 ,  H04L43/0876 ,  H04W24/02

Abstract: A method of coordinating a communication network comprising a self-coordination network coordinator is provided, wherein the method comprises receiving dynamic context information at the self-coordination network coordinator and performing a coordination of at least one self-organising network function instance based on the received dynamic context information.

Abstract translation: 提供了一种协调包括自协调网络协调器的通信网络的方法，其中所述方法包括在所述自协调网络协调器处接收动态上下文信息，并且基于所接收到的所述自协调网络协调器执行至少一个自组织网络功能实例的协调 动态上下文信息。