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公开(公告)号：US20240169212A1
公开(公告)日：2024-05-23
申请号：US18511455
申请日：2023-11-16
Applicant: Samsung Electronics Co., Ltd.
Inventor： Andrea TASSI , Joan Pujol ROIG , Yue WANG
Abstract: A method and system for more efficient federated learning (FL) of a machine learning (ML) model using user equipment (UEs) in cellular networks are disclosed. In particular, a system is provided for reducing the impact of poor channel conditions in a cellular network on the FL process. The cellular network may be a 5G, 6G or next generation cellular network. Advantageously, this disclosure creates redundancies in the transmission of FL trained model parameters to reduce the likelihood of an FL training process being stalled by a failure in transmission of data between UEs and a central parameter server which updates an ML model using data received from UEs.
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公开(公告)号：US20230089513A1
公开(公告)日：2023-03-23
申请号：US17909178
申请日：2021-03-04
Applicant: Samsung Electronics Co., Ltd.
Inventor： Shangbin WU , Yue WANG
IPC: H04W52/02
Abstract: The present disclosure relates to a pre-5th-Generation (5G) or 5G communication system to be provided for supporting higher data rates Beyond 4th-Generation (4G) communication system such as Long Term Evolution (LTE). Disclosed is a method of controlling the power consumption of a mobile telecommunication network, comprising the steps of: providing a power saving function and providing a positioning function, wherein the power saving function is operable to control at least one of load and the amount of available radio resources that are activated and power configurations of connected cells in the network and the positioning function is operable to acquire position information related to user equipments, UEs, connected to the cells.
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公开(公告)号：US20230325258A1
公开(公告)日：2023-10-12
申请号：US18042288
申请日：2021-08-23
Applicant: Samsung Electronics Co., Ltd.
Inventor： Yue WANG
CPC classification number: G06F9/5083 , G06F9/5016 , G06F2209/501 , H04L41/16 , G06F9/5072
Abstract: The present disclosure relates to a communication method and system for converging a 5th-Generation (5G) communication system for supporting higher data rates beyond a 4th-Generation (4G) system with a technology for Internet of Things (IoT). The present disclosure may be applied to intelligent services based on the 5G communication technology and the IoT-related technology, such as smart home, smart building, smart city, smart car, connected car, health care, digital education, smart retail, security and safety services. A method performed by an artificial intelligence (AI) module for autoscaling containers of a cloud-native core network with containerised network functions is provided. The method comprising requesting, from at least one metrics server, at least one metric required to make an autoscaling decision with respect to at least one set of containers; receiving the at least one metric from the at least one metrics server; processing the received at least one metric, using a trained machine learning (ML) model, to make an autoscaling decision with respect to the set of containers; and implementing the autoscaling decision with respect to the set of containers.
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公开(公告)号：US20220407664A1
公开(公告)日：2022-12-22
申请号：US17837611
申请日：2022-06-10
Applicant: Samsung Electronics Co., Ltd.
Inventor： Yue WANG , Junhyuk SONG
Abstract: Disclosed is a method performed a network entity in a wireless communication system using an open-radio access network (O-RAN), the network entity including at least one of a non-real-time RAN intelligent controller (non-RT RIC) and near-RT RIC, the method comprises configuring at least one node with a list of cell IDs representing cells to be activated or deactivated based on a condition in a network, and transmitting, to the at least one node, information including the list of cell IDs.
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5.发明申请公开(公告)号：US20200296628A1
公开(公告)日：2020-09-17
申请号：US16753551
申请日：2018-10-15
Applicant: Samsung Electronics Co., Ltd.
Inventor： Mehrdad SHARIAT , Yue WANG
Abstract: Method and apparatus for improving fronthaul interfaces in wireless communication is provided. An apparatus of managing slicing in a fronthaul connection between entities in a Radio Access Network, RAN, comprises at least one processor configured to: estimate load on the fronthaul connection; and split traffic on a plurality of fronthaul slices according to a predetermined criterion.
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Patent Agency Ranking
公开(公告)号：US20210314813A1
公开(公告)日：2021-10-07
申请号：US17250807
申请日：2019-09-06
Applicant: Samsung Electronics Co., Ltd.
Inventor： Mehrdad SHARIAT , Yue WANG
Abstract: The present application provides a method of normalising data, which includes the following. The AI engine receives data of different domains of an assisted system, normalises the data of the different domains into a unified format, based on at least one normalisation method corresponding the each of the different domains and provides the normalised data to an other functional block in the AI engine.
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公开(公告)号：US20200288505A1
公开(公告)日：2020-09-10
申请号：US16790468
申请日：2020-02-13
Applicant: Samsung Electronics Co., Ltd.
Inventor： Galini TSOUKANERI , Yue WANG , Shangbin WU
Abstract: A Random Access method in a telecommunication system, includes the steps of: receiving two or more identical preambles transmitted from two or more User Equipments (UEs), respectively; determining a minimum difference between the two or more identical preambles in a given domain; transmitting a response message to each of the two or more UEs; and receiving a connection setup message using information included in the respective response messages transmitted to each of the two or more UEs.
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公开(公告)号：US20180049112A1
公开(公告)日：2018-02-15
申请号：US15673210
申请日：2017-08-09
Applicant: Samsung Electronics Co., Ltd.
Inventor： Yue WANG
Abstract: The present disclosure relates to a pre-5th-Generation (5G) or 5G communication system to be provided for supporting higher data rates Beyond 4th-Generation (4G) communication system such as Long Term Evolution (LTE). A method for operating a terminal in a wireless communication system includes transmitting, to a macro base station, first information for indicating a link quality between the terminal and a small base station. The method also includes receiving, from the macro base station, a message for instructing a handover, and performing the handover from the macro base station to the small base station according to the message. The handover is determined based on the first information and second information for indicating another link quality between the small base station and the macro base station.
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9.发明申请公开(公告)号：US20200267603A1
公开(公告)日：2020-08-20
申请号：US16793755
申请日：2020-02-18
Applicant: Samsung Electronics Co., Ltd.
Inventor： Tomasz MACH , Yue WANG
Abstract: A method of managing a mobility state in a mobile telecommunication system, comprising the steps of: assigning a plurality of user equipments (UEs) to a group of UEs, wherein one of the plurality of UEs is a lead UE; determining a group mobility state based on certain parameters received from a base station (BS); and communicating the group mobility state to the other UEs in the group.
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公开(公告)号：US20240224350A1
公开(公告)日：2024-07-04
申请号：US18607970
申请日：2024-03-18
Applicant: Samsung Electronics Co., Ltd.
Inventor： Yue WANG , Junhyuk SONG
Abstract: According to various embodiments, an E2 node comprises at least one transceiver and at least one processor operably coupled to the at least one transceiver. The at least one processor is configured to control the at least one transceiver to transmit, to a near-real time (Near-RT) radio access network (RAN) intelligent controller (RIC) via an E2 interface, a E2 setup request message including E2 retention information. The at least one processor is configured to control the at least one transceiver to receive, from the Near-RT RIC via the E2 interface, a E2 setup response message in response to the E2 setup request message including E2 retention indication.
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