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    GROUP BASED BEAM REPORTING
    11.
    发明公开
    GROUP BASED BEAM REPORTING 审中-公开

    公开(公告)号：US20230403591A1

    公开(公告)日：2023-12-14

    申请号：US18248736

    申请日：2021-10-13

    Applicant: Nokia Technologies Oy

    Inventor： Sami-Jukka HAKOLA ,  Mihai ENESCU ,  Timo KOSKELA ,  Juha Pekka KARJALAINEN ,  Frederick VOOK

    IPC: H04W24/10 ,  H04W24/08

    CPC classification number: H04W24/10 ,  H04W24/08

    Abstract: According to an example aspect of the present disclosure, there is provided a method comprising receiving a message at a user equipment (UE) from a base station (BS) the message including a constraint threshold, receiving a message at the UE from the BS the message including a fallback beam reporting mode, performing by the UE downlink (DL) reference signal (RS) measurements, determining by the UE a difference between DL RS measurements, and in response to determining the difference between DL RS measurements is not less than the constraint threshold switch to the fallback beam reporting mode.

    APPARATUSES AND METHODS FOR NON-LINEAR PRECODING
    12.
    发明申请
    APPARATUSES AND METHODS FOR NON-LINEAR PRECODING 有权

    公开(公告)号：US20210067215A1

    公开(公告)日：2021-03-04

    申请号：US16961572

    申请日：2018-01-18

    Applicant: NOKIA TECHNOLOGIES OY

    Inventor： Nuan SONG ,  Eugene VISOTSKY ,  Frederick VOOK ,  Mihai ENESCU

    IPC: H04B7/0456 ,  H04B7/06 ,  H04L5/00 ,  H04B7/0452

    Abstract: Systems, methods, apparatuses, and computer program products for non-linear precoding are provided. One method may include combining, by a network node, of linear and non-linear precoding, for example based on specific channel state information acquisition from at least one user equipment, and generating two types of demodulation reference signals for the concatenated linear and non-linear precoding. The method may include multiplexing, by the network node, the two types of demodulation reference signals with data. A first of the two types of demodulation reference signals may be linearly precoded with one linear precoding matrix from a first-stage linear precoder, and another one of the two types may be linearly precoded with both the first-stage linear precoder and a feedforward filter in a second-stage non-linear precoder from the concatenation of linear and nonlinear precoders.

    TEMPORAL DOMAIN OVERLAPPED PREDICTION WITH UE MODEL MONITORING ENHANCEMENT
    14.
    发明申请
    TEMPORAL DOMAIN OVERLAPPED PREDICTION WITH UE MODEL MONITORING ENHANCEMENT 有权

    公开(公告)号：US20250047361A1

    公开(公告)日：2025-02-06

    申请号：US18765761

    申请日：2024-07-08

    Applicant: Nokia Technologies Oy

    Inventor： Tachporn SANGUANPUAK ,  Frederick VOOK ,  Amir Mehdi AHMADIAN TEHRANI ,  Andrea BONFANTE ,  Keeth Saliya JAYASINGHE LADDU

    IPC: H04B7/08

    Abstract: This document discloses a method and an apparatus to perform using a predicted sequence of beam measurement outputs for at least one observation window associated with at least one prediction window providing reference signal received power measurements to predict a beam prediction output; identifying that a prediction window of the at least one prediction window is overlapped with at least a portion of an observation window of the at least one observation window over a time period; and comparing the beam prediction output during the overlapped portion with measurements of the observation window during the overlapped portion to perform long term real time monitoring to determine at least one prediction output for use in a next time instant, wherein the determining is based on a predicted reference signal received power of the at least one prediction output being above a threshold.

    USER EQUIPMENT DOWNLINK TRANSMISSION BEAM PREDICTION FRAMEWORK WITH MACHINE LEARNING
    16.
    发明公开
    USER EQUIPMENT DOWNLINK TRANSMISSION BEAM PREDICTION FRAMEWORK WITH MACHINE LEARNING 审中-公开

    公开(公告)号：US20240056844A1

    公开(公告)日：2024-02-15

    申请号：US17886425

    申请日：2022-08-11

    Applicant: NOKIA TECHNOLOGIES OY

    Inventor： Qiping ZHU ,  Frederick VOOK

    IPC: H04W24/08 ,  H04L5/00 ,  H04W16/28

    CPC classification number: H04W24/08 ,  H04L5/0048 ,  H04W16/28

    Abstract: Systems, methods, apparatuses, and computer program products for a user equipment downlink transmission beam prediction framework with machine learning are provided. For example, a method can include indicating a beam prediction capability of a user equipment to a network. The method can also include receiving network antenna configuration identification responsive to the indicated beam prediction capability. The method can further include selecting a model for beam prediction based on the network antenna configuration identification. The method can additionally include receiving a configuration of reference signal resources. The method can also include measuring reference signals based on the configuration of reference signal resources. The method can further include performing beam prediction based on the measured references signals using the selected model. The method can additionally include reporting a beam prediction to the network.

    IMPROVING PRECODING
    17.
    发明公开
    IMPROVING PRECODING 审中-公开

    公开(公告)号：US20230361842A1

    公开(公告)日：2023-11-09

    申请号：US17908188

    申请日：2021-02-22

    Applicant: Nokia Technologies Oy

    Inventor： Salah Eddine HAJRI ,  William HILLERY ,  Filippo TOSATO ,  Eugene VISOTSKY ,  Frederick VOOK ,  Rana AHMED SALEM ,  Marco MASO

    IPC: H04B7/06

    CPC classification number: H04B7/0639 ,  H04B7/0617 ,  H04B7/0626

    Abstract: There is provided a method at a network node of a communication network, comprising: receiving an uplink reference signal from a user equipment; estimating, based on the received uplink reference signal, delay information regarding a delay profile of a communication channel between the user equipment and the network node and spatial information regarding the communication channel; applying both the delay information and the spatial information in precoding of at least one downlink reference signal; transmitting the at least one precoded downlink reference signal to the user equipment; and receiving, from the user equipment as a response to the transmission of the at least one precoded downlink reference signal, channel information, the channel information indicating at least non-zero coefficients of at least one channel transmission layer.

    CO-POLARIZED TRANSMISSION AND PORT SELECTION
    19.
    发明申请
    CO-POLARIZED TRANSMISSION AND PORT SELECTION 有权

    公开(公告)号：US20230113496A1

    公开(公告)日：2023-04-13

    申请号：US17498738

    申请日：2021-10-11

    Applicant: NOKIA TECHNOLOGIES OY

    Inventor： Rana AHMED SALEM ,  Frederick VOOK ,  Filippo TOSATO ,  Eugene VISOTSKY

    IPC: H04B7/10 ,  H04L5/00 ,  H04B7/0456 ,  H04B7/06

    Abstract: Systems, methods, apparatuses, and computer program products for co-polarized transmission and port selection associated therewith are provided. For example, a method can include feeding back compressed channel state information. The channel state information can include combining coefficients used to combine a number of space domain, frequency domain, or both space and frequency domain ports. At least one layer can be restricted to be transmitted on one polarization. The feedback for the at least one layer only involves the combining coefficients on the one polarization.

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