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    CONFIGURATION MANAGEMENT AND ANALYTICS IN CELLULAR NETWORKS
    13.
    发明申请
    CONFIGURATION MANAGEMENT AND ANALYTICS IN CELLULAR NETWORKS 有权

    公开(公告)号：US20210351973A1

    公开(公告)日：2021-11-11

    申请号：US17192780

    申请日：2021-03-04

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Russell Douglas Ford ,  Mandar N. Kulkarni ,  Pranav Madadi ,  Vikram Chandrasekhar ,  Yan Xin ,  Sangkyu Park ,  Hakyung Jung

    IPC: H04L12/24 ,  H04L12/26

    Abstract: Apparatuses and methods for identifying network anomalies. A method includes determining a cumulative anomaly score over a predefined time range based on a subset of historical PM samples and determining an anomaly ratio of a first time window and a second time window, based on the cumulative anomaly score. The method also includes determining one or more anomaly events coinciding with CM parameter changes based on the anomaly ratio; collating the PM, alarm, and CM data into a combined data set based on matching fields and timestamps; generating a set of rules linking one or more CM parameter changes and the collated data to anomaly events; and generating root cause explanations for CM parameter changes that are linked to anomaly events.

    APPARATUS AND METHOD FOR MITIGATING INTERFERENCE IN A WIRELESS COMMUNICATION SYSTEM
    14.
    发明申请
    APPARATUS AND METHOD FOR MITIGATING INTERFERENCE IN A WIRELESS COMMUNICATION SYSTEM 有权
    用于减轻无线通信系统干扰的装置和方法

    公开(公告)号：US20160073415A1

    公开(公告)日：2016-03-10

    申请号：US14594926

    申请日：2015-01-12

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Md. Saifur Rahman ,  Young-Han Nam ,  Yan Xin

    IPC: H04W72/08 ,  H04B1/12 ,  H04L25/02

    CPC classification number: H04B1/12 ,  H04B1/7107 ,  H04B17/345 ,  H04J11/004 ,  H04J11/0059 ,  H04L25/0228

    Abstract: A method for mitigating interference in a wireless communication system includes receiving a signal transmitted from a mobile station, subtracting a target signal within a target bandwidth (BW) from the received signal to obtain a resultant signal, wherein the target signal is constructed by estimating a target channel and target symbols from the signal, determining a subspace blind interference sensing (BIS) BW by extending resource blocks (RBs) prior to a starting RB and after an ending RB of the target bandwidth using energy detection in each RB, determining a set of candidate interfering BWs in the subspace BIS BW by determining the number of interferers in each RB in the subspace BIS BW, and determining a set of candidate interfering DMRS sequences based on the set of candidate interfering BWs by performing DMRS detection for each candidate interfering BW.

    Abstract translation: 一种用于减轻无线通信系统中的干扰的方法包括接收从移动台发送的信号，从接收信号中减去目标带宽（BW）内的目标信号，以获得结果信号，其中，目标信号是通过估计 目标信道和目标符号，通过在启动RB之前扩展资源块（RB）和使用每个RB中的能量检测在目标带宽的结束RB之后确定子空间盲目干扰感测（BIS）BW，确定集合 通过确定子空间BIS BW中的每个RB中的干扰源的数量来确定子空间BIS BW中的候选干扰BW，以及通过对每个候选干扰BW执行DMRS检测，基于候选干扰BW集合来确定一组候选干扰DMRS序列 。

    CSI PREDICTION USING MACHINE LEARNING
    15.
    发明申请
    CSI PREDICTION USING MACHINE LEARNING 有权

    公开(公告)号：US20250105899A1

    公开(公告)日：2025-03-27

    申请号：US18894934

    申请日：2024-09-24

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Daoud Burghal ,  Andreas Molisch ,  Yang Li ,  Yan Xin

    IPC: H04B7/06 ,  H04W24/10 ,  H04W64/00

    Abstract: A base station includes a transceiver, and a processor operatively coupled to the transceiver. The processor is configured to estimate a mobility level of a user equipment (UE), and determine whether the estimated mobility level of the UE exceeds a speed threshold. The processor is also configured to generate, from a channel response prediction model, a future channel response prediction based on the estimated mobility level of the UE and whether the estimated mobility of the UE exceeds the speed threshold.

    NETWORK ANALYSIS USING DATASET SHIFT DETECTION
    16.
    发明公开
    NETWORK ANALYSIS USING DATASET SHIFT DETECTION 审中-公开

    公开(公告)号：US20240333615A1

    公开(公告)日：2024-10-03

    申请号：US18191612

    申请日：2023-03-28

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Russell Ford ,  Yan Xin

    IPC: H04L43/045 ,  H04L41/142 ,  H04L43/55

    CPC classification number: H04L43/045 ,  H04L41/142 ,  H04L43/55

    Abstract: Methods and apparatuses for automating configuration management in cellular networks. A method of a computing device comprises: assigning, based on a correlation analysis, contexts to different time intervals of data, wherein the correlation analysis is performed based on historic time-series data; grouping, based on the assigned contexts, the historic time-series data; identifying context and compute an anomaly score comparing new data and the grouped historic-time series data of the context; indicating an event of anomaly based on a determination that the computed anomaly score exceeds a first threshold that is identified based on a function of per-context data; and computing, based on the event of the anomaly, an aggregate anomaly score or indicate using a value of mean or moving average of a set of latest anomaly scores, for a context-based multivariate anomaly detection.

    VOLTE/VONR PERFORMANCE OPTIMIZATION FOR A CELLULAR COMMUNICATION SYSTEM
    18.
    发明申请
    VOLTE/VONR PERFORMANCE OPTIMIZATION FOR A CELLULAR COMMUNICATION SYSTEM 有权

    公开(公告)号：US20230036744A1

    公开(公告)日：2023-02-02

    申请号：US17813912

    申请日：2022-07-20

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Hao Chen ,  Lianjun Li ,  Yan Xin

    IPC: H04W52/14 ,  H04W52/08 ,  H04W52/24

    Abstract: Methods and apparatuses for voice over long-term evolution/voice over new radio (VoLTE/VoNR) performance for a cellular communication system. A method of operating a base station includes receiving, from a user equipment (UE), uplink (UL)signals; identifying, based on the UL signals, a first and second parameters; determining first and second UL power control parameters based on the first and second parameters, respectively; determining a first time period for the first UL power control parameter and a second time period for the second UL power control parameter, wherein the first time period is longer than the second time period; updating the first UL power control parameter based on the first time period and the second UL power control parameter based on the second time period; and transmitting, to the UE, the updated first and second UL power control parameters for an UL transmit power of the UE.

    Generating and calibrating signal strength prediction in a wireless network
    19.
    发明授权
    Generating and calibrating signal strength prediction in a wireless network 有权

    公开(公告)号：US11528620B2

    公开(公告)日：2022-12-13

    申请号：US17393329

    申请日：2021-08-03

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Samuel Albert ,  Vishnu Vardhan Ratnam ,  Yan Xin

    IPC: H04W24/02 ,  H04W24/10 ,  H04B17/11 ,  H04B17/373

    Abstract: A core network entity (CNE) can predict received signal strength values for base station (BS). In response to a triggering event, the CNE fetches information on BS configuration parameters, including at least one of: a BS class, a BS location, a BS height, an orientation of the BS, a BS antenna pattern, and topographical details surrounding the BS. The BS obtains, processes and forwards to the CNE, measurement reports created by a user equipment (UE) including a signal strength value and a location of the UE. The CNE pools the measurement reports based on the BS class and, in response to another triggering event, recalibrates signal strength prediction tools, which can predict received signal strength values from the BS to a location in a vicinity of the BSs. The CNE also pools and stores the measurement reports and corresponding BS configuration parameters, after post processing and compression.

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