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1. 发明申请

WO2023043346A1 NETWORK NODE, AND METHOD PERFORMED IN A WIRELESS COMMUNICATIONS NETWORK 审中-公开
公开(公告)号：WO2023043346A1
公开(公告)日：2023-03-23
申请号：PCT/SE2021/050894
申请日：2021-09-17
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： ELEFTHERIADIS, Lackis , KARAPANTELAKIS, Athanasios , TESLENKO, Maxim , VULGARAKIS FELJAN, Aneta , ORLIC, Marin
IPC分类号： H04W52/02 , H02J7/34 , H04W52/26 , G06N20/00
摘要： Embodiments herein disclose, e.g., a method performed by a network node (12), in a wireless communications network (1), for charging a rechargeable power source in the network node (12). The network node (12) obtains an operational parameter to an operation of the network node (12), wherein the operational parameter is based on an output of a computational model. The computational model is based on a state of charge of the rechargeable power source, a parameter related to outage of a power grid, and a QoS parameter relating to radio communication in the wireless communications network. The network node (12) further applies, during a charging of the rechargeable power source, the operational parameter to the operation of the network node (12).

2. 发明申请

WO2022171308A1 METHODS, APPARATUS AND MACHINE-READABLE MEDIUMS RELATING TO MACHINE LEARNING MODELS 审中-公开
公开(公告)号：WO2022171308A1
公开(公告)日：2022-08-18
申请号：PCT/EP2021/053636
申请日：2021-02-15
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： VANDIKAS, Konstantinos , VULGARAKIS FELJAN, Aneta , KARAPANTELAKIS, Athanasios , ORLIC, Marin , ICKIN, Selim
IPC分类号： G06N20/00
摘要： A method is provided for determining bias of machine learning models. The method comprises: forming a training dataset comprising input data samples provided to a remote machine learning model developed using a machine learning process, and corresponding output data samples obtained from the remote machine learning model; training a local machine learning model which approximates the remote machine learning model using a machine learning process and the training dataset; and interrogating the trained local machine learning model to determine whether the remote machine learning model is biased with respect to one or more biasing data parameters.

3. 发明申请

WO2022089748A1 ENERGY AWARE COMMUNICATION IDENTIFICATION IN TELECOMMUNICATIONS NETWORK 审中-公开
公开(公告)号：WO2022089748A1
公开(公告)日：2022-05-05
申请号：PCT/EP2020/080423
申请日：2020-10-29
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： VANDIKAS, Konstantinos , VULGARAKIS FELJAN, Aneta , MUJUMDAR, Anusha Pradeep , ORLIC, Marin
IPC分类号： H04W48/20
摘要： A method performed by a network node for a telecommunications network is provided. The method includes comparing (1101) (1) a predicted energy consumption from a communication device based prediction model for each network node in a set of network nodes for an uplink or downlink communication with a communication device, with (2) a predicted amount of energy available from a network node based prediction model. The method further includes determining (1103) whether the predicted amount of energy available is sufficient to provide at least a portion of the predicted energy consumption. The method further includes identifying (1105) one or more time periods, a length of each of the one or more time periods, and a corresponding network node for each of the time periods when the predicted amount of energy available is sufficient to provide at least a portion of the predicted energy consumption.

4. 发明申请

WO2021126018A1 MOBILE DEVICE, NETWORK NODE AND METHODS FOR IDENTIFYING EQUIPMENT 审中-公开
公开(公告)号：WO2021126018A1
公开(公告)日：2021-06-24
申请号：PCT/SE2019/051284
申请日：2019-12-16
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： TESLENKO, Maxim , VULGARAKIS FELJAN, Aneta , KARAPANTELAKIS, Athanasios , CEDERHOLM, Daniel , VANDIKAS, Konstantinos , ORLIC, Marin , DAOUTIS, Marios
IPC分类号： B64C39/02 , B64C13/20 , G06T7/60
摘要： Embodiments herein disclose e.g. a method performed by a mobile device (15) for handling identification of equipment. The mobile device records an image, in a recording direction at a first location, of the equipment. Upon recording the image, the mobile device 5further obtains one or more radiation indications for determining a direction of radiation from the equipment; and provides the obtained one or more radiation indications associated with the recorded image, to an internal identifying process at the mobile device and/or a network node (11) for identifying the equipment.

5. 发明申请

WO2021107830A1 METHODS FOR DETERMINING APPLICATION OF MODELS IN MULTI-VENDOR NETWORKS 审中-公开
公开(公告)号：WO2021107830A1
公开(公告)日：2021-06-03
申请号：PCT/SE2019/051204
申请日：2019-11-28
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： VULGARAKIS FELJAN, Aneta , ORLIC, Marin , MOKRUSHIN, Leonid , ELEFTHERIADIS, Lackis
IPC分类号： G06F9/50 , G06F16/907 , G06N20/00
摘要： A method performed by network node for determining application of at least one machine learning model from a plurality of machine learning models in a multi-vendor communications network is provided. The network node can receive a request from an actor device operating in a target network to enable running a task for the target network by using a machine learning models from the plurality of machine learning models to perform the task. Responsive to the request, the network node can determine whether a machine learning model from the plurality of machine learning models can perform the task or can be translated to perform the task. Responsive to the determination, the network node can send a communication to the actor device. The communication can include information that a machine learning model is ready to perform the task or that no machine learning model was found to perform the task.

6. 发明申请

WO2017039492A1 COLLABORATIVE SHARING OF MEDIA DATA 审中-公开
标题翻译：媒体数据协同共享
公开(公告)号：WO2017039492A1
公开(公告)日：2017-03-09
申请号：PCT/SE2015/050908
申请日：2015-08-28
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： FERSMAN, Elena , VULGARAKIS FELJAN, Aneta , STIKKEL, Gábor , LIANG, Hongxin , MOKRUSHIN, Leonid
IPC分类号： H04W88/04 , H04W4/02 , H04W4/04 , H04W84/18
CPC分类号： H04W4/02 , H04W4/04 , H04W64/003 , H04W84/18 , H04W88/04
摘要： Collaborative media data sharing is achieved by receiving an identifier of a media content transmitted to a user equipment (1) over a long-range wireless communication network from a media server (4) and position information defining a position within the media content. Target user equipment (2, 3) that will at least temporarily be within a range of a short-range wireless connection to the user equipment (1) is identified. Media data of the media content selected based on the identifier and the position information or fetching instructions enabling fetching of the media data from the media server (4) is transmitted to the target user equipment (2, 3) together with set-up instructions enabling the target user equipment (2, 3) to set up short-range wireless connection to the user equipment (1) to transmit the media content to the user equipment (1) over the short-range wireless connection.
摘要翻译：通过从媒体服务器（4）接收通过远程无线通信网络发送到用户设备（1）的媒体内容的标识符和定义媒体内容中的位置的位置信息来实现协作媒体数据共享。确定将至少暂时在与用户设备（1）的短距离无线连接的范围内的目标用户设备（2,3）。基于标识符和位置信息选择的媒体内容的媒体数据或者能够从媒体服务器（4）获取媒体数据的获取指令被传送到目标用户设备（2,3）并且能够启用设置指令目标用户设备（2,3）设置到用户设备（1）的短距离无线连接，以通过短距离无线连接将媒体内容发送到用户设备（1）。

7. 发明申请

WO2017003332A1 METHOD, REGISTRATION DEVICE AND VEHICLE CONTROL NODE FOR GUIDANCE OF A TRANSPORT VEHICLE 审中-公开
标题翻译：方法，运输车辆指导装置及车辆控制指示
公开(公告)号：WO2017003332A1
公开(公告)日：2017-01-05
申请号：PCT/SE2015/050768
申请日：2015-06-30
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： TESLENKO, Maxim , STIKKEL, Gábor , VULGARAKIS FELJAN, Aneta , KARAPANTELAKIS, Athanasios
IPC分类号： G08G1/133 , G07C9/00
CPC分类号： G08G1/202 , B61L27/0027 , G06K9/00335 , G06K9/00785 , G07B15/02 , G08G1/133
摘要： Method and apparatus for guidance of one or more transport vehicles (100). The presence of passengers at a vehicle stop (104) is detected by sensors (106a-c), each sensor (106a-c) being associated with a predefined destination or vehicle route. A traveling intention of the passengers is identified (1:2) based on the detected presence,and a notification (1:3) related to the traveling intention of the passengers is then provided to a transport vehicle (100) driving on a predefined route that includes said vehicle stop (104). Thereby, the transport vehicle (100) is able to adapt its driving route according to the traveling intention of the passenger, e.g. by skipping the vehicle stop (104) if the passenger does not intend to enter the vehicle at the vehicle stop (104).
摘要翻译：用于引导一个或多个运输车辆（100）的方法和装置。传感器（106a-c）检测在停车站（104）处的乘客的存在，每个传感器（106a-c）与预定义的目的地或车辆路线相关联。基于检测到的存在来确定乘客的旅行意图（1：2），然后将与乘客的旅行意图相关的通知（1：3）提供给以预定路线行驶的运输车辆（100）其包括所述车辆停车（104）。因此，运输车辆（100）能够根据乘客的行驶意图来适应其行驶路线，例如，如果乘客不打算在车辆停车（104）处进入车辆，则通过跳过车辆停止（104）。

8. 发明申请

WO2023014250A1 ENERGY-AWARE ROUTING BASED ON REINFORCEMENT LEARNING 审中-公开
公开(公告)号：WO2023014250A1
公开(公告)日：2023-02-09
申请号：PCT/SE2021/050769
申请日：2021-08-03
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： KARAPANTELAKIS, Athanasios , VANDIKAS, Konstantinos , ORLIC, Marin , TESLENKO, Maxim , DAOUTIS, Marios , NIKOU, Alexandros , VULGARAKIS FELJAN, Aneta , ELEFTHERIADIS, Lackis
IPC分类号： H04L45/00 , H04W40/02 , H04W40/10 , H04W40/22 , G06N20/00
摘要： There is provided a method for training a reinforcement learning system for optimising routing for a network including a plurality of Integrated Access and Backhaul (IAB) nodes connected to a IAB donor. The method comprises: acquiring observations characterising a current state of the plurality of IAB nodes, determining an action to be performed based on latest acquired observations, executing the action by initiating update of the routing information based on the determined action, acquiring observations characterising an updated state of the plurality of IAB nodes, determining a reward for the determined action, based on the updated state of the plurality of IAB nodes, storing an experience set, and training the reinforcement learning system to maximise reward with respect to an optimisation objective, using the one or more stored experience sets in the buffer.

9. 发明申请

WO2022060266A1 NETWORK NODE AND METHOD FOR HANDLING INSPECTION OF STRUCTURE 审中-公开
公开(公告)号：WO2022060266A1
公开(公告)日：2022-03-24
申请号：PCT/SE2020/050875
申请日：2020-09-18
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： MOHALIK, Swarup Kumar , KATTEPUR, Ajay , VULGARAKIS FELJAN, Aneta , DAOUTIS, Marios
IPC分类号： H04W4/38 , G05D1/00 , G06K9/00 , G06N5/00 , G06N20/00 , B64C39/02
摘要： Embodiments herein disclose e.g. a method for handling inspection of a structure performed by a mobile device in a communications network. The network node obtains indications of parameters relating to network parameters, machine learning, ML, model parameters and mobile device parameters. The network node determines a task plan for performing inspection of the structure based on the obtained indications to achieve a goal requirement; and sends an indication of the determined task plan to the mobile device.

10. 发明申请

WO2019013680A1 METHOD AND COMMUNICATION DEVICE FOR DETERMINING A SCORE RELATING TO A FIRST AGENT MODULE 审中-公开
公开(公告)号：WO2019013680A1
公开(公告)日：2019-01-17
申请号：PCT/SE2017/050783
申请日：2017-07-14
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
发明人： VULGARAKIS FELJAN, Aneta , FU, Chunyan , RAIZER, Klaus , BADRINATH, Ramamurthy
IPC分类号： H04W76/00 , G06F21/00
摘要： A method and a communication device (121, 131) for determining a score relating to a first agent module (110) are disclosed. The communication device (121, 131) receives information relating to at least one request, performed by any further agent module (140, 150), for consumption of a capability of the first agent module (110). The information relating to the performed request includes information about the capability of the first agent module (110), information about an intention of the first agent module (110), and information about a policy for the capability. The communication device (121, 131) calculates the score in relation to the first agent module (110) based on the information relating to the performed request, wherein the score further is specified with respect to the capability. A corresponding computer program and a computer program carrier are also disclosed.

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