MANAGING DECENTRALIZED AUTOENCODER FOR DETECTION OR PREDICTION OF A MINORITY CLASS FROM AN IMBALANCED DATASET

    公开(公告)号:US20240357380A1

    公开(公告)日:2024-10-24

    申请号:US18687990

    申请日:2021-08-31

    IPC分类号: H04W24/02 H04L1/00 H04L41/16

    摘要: A method performed by a first communication device for managing a decentralized autoencoder for detection or prediction of a minority class from an imbalanced dataset is provided. The method includes signalling a message to communication devices including a set of parameters for the decentralized autoencoder; and receiving a message from a communication device providing information including an amount of local samples and a distribution of labels in the local samples of instances of local majority class samples and/or the local minority class samples. The method further includes computing a computed number of samples and a computed distribution of labels for aggregated local majority class samples and aggregated local minority class samples; and selecting a set of communication devices to include in the decentralized autoencoder based on the communication devices that can satisfy the computed number of samples and the computed distribution of labels.

    Configuring a Radio Access Node to Use One or More Radio Access Network Functions

    公开(公告)号:US20240357379A1

    公开(公告)日:2024-10-24

    申请号:US18292141

    申请日:2021-07-26

    IPC分类号: H04W24/02 H04L41/16

    CPC分类号: H04W24/02 H04L41/16

    摘要: The present disclosure provides a method of configuring a Radio Access Network (RAN) node to use one or more RAN functions. The method comprises obtaining input data for the RAN node, in which the input data comprises configuration information performance information for the RAN node. Based on the input data, one or more target performance indicators and a constraint on one or more resources for the RAN node, an optimisation process is used to select one or more RAN functions for activation by the RAN node. The optimisation process uses one or more models for predicting, based on the input data and a selection of RAN functions, usage of the one or more resources and a value of the one or more target performance indicators. The RAN node is configured to use the one or more selected RAN functions.

    Configuring One or More IOT Devices
    16.
    发明公开

    公开(公告)号:US20240356805A1

    公开(公告)日:2024-10-24

    申请号:US18687868

    申请日:2021-09-06

    摘要: Embodiments described herein relate to methods and apparatuses for configuring constrained devices in a system A method in a server comprises obtaining an indication of one or more sensor and/or actuator units at a first constrained device; obtaining first information relating to available settings for the one or more sensor and/or actuator units of the first constrained device, wherein the first information is derived from manufacturer's electronic data sheets, MEDs, for the one or more sensor and/or actuator units; and initiating configuration of at least one of the one or more sensor and/or actuator units based on the first information.

    DETECTION OF PULSED RADAR SIGNAL
    17.
    发明公开

    公开(公告)号:US20240356783A1

    公开(公告)日:2024-10-24

    申请号:US18685354

    申请日:2022-08-30

    IPC分类号: H04L25/02 G01S3/02 H04L27/00

    摘要: According to some embodiments, a method performed by a network node comprises receiving a plurality of radio signal samples; estimating parameters for a first hypothesis function, the first hypothesis function hypothesizing that that the plurality of radio signal samples only contains background noise; estimating parameters for a second hypothesis function, the second hypothesis function hypothesizing that that the plurality of radio signal samples contains background noise plus one or more radio pulses; performing a log-likelihood ratio test for the first hypothesis function and the second hypothesis function; and based on the log-likelihood ratio test, determining whether a radio pulse is present in the plurality of radio signal samples.

    VERIFICATION OF SERVICE BASED ARCHITECTURE PARAMETERS

    公开(公告)号:US20240356742A1

    公开(公告)日:2024-10-24

    申请号:US18682787

    申请日:2022-07-15

    IPC分类号: H04L9/08

    CPC分类号: H04L9/0861

    摘要: Systems and methods are disclosed herein that relate to verifying that a particular Application Function (AF) is authorized to use a particular AF ID in association with an Authentication and Key Management for Applications (AKMA) related procedure in a core network of a cellular communications system. In one embodiment, a method performed by an AKMA Anchor Function (AAnF) in a core network of the cellular communications system for generating a shared secret key for AKMA comprises receiving, directly or indirectly from an AF, a request for a shared secret key for AKMA, the request comprising an AF ID. The method further comprises determining whether the AF is authorized to use the AF ID and performing one or more actions based on a result of determining whether the AF (404) is authorized to use the AF ID.

    RESONATING BACKSCATTER RADIO SYSTEM WITH PULSE POSITION MODULATION

    公开(公告)号:US20240354543A1

    公开(公告)日:2024-10-24

    申请号:US18685630

    申请日:2021-08-24

    发明人: Shousheng HE

    摘要: A backscatter radio system having a transceiver module and a transponder. The transceiver module is configured to generate and transmit a radio frequency pulse signal with Pulse Position Modulation (PPM). The generated radio frequency pulse signal includes a power and information transferring pulse and a time reference pulse within a dual symbol duration comprising a first and a second symbol periods. The power and information transferring pulse enables a power injection to a rectifier circuit in the transponder and the time reference pulse enables an excitation of a resonance signal in a resonance circuit in the transponder. A response radio frequency pulse signal with PPM is generated using the resonance signal generated in the resonance circuit with a time offset such that the first and second symbol periods are separated in the time domain.

    INTERCONNECTING RECONFIGURABLE REGIONS IN A FIELD PROGRAMMABLE GATE ARRAY

    公开(公告)号:US20240354271A1

    公开(公告)日:2024-10-24

    申请号:US18682420

    申请日:2022-08-04

    IPC分类号: G06F13/40

    CPC分类号: G06F13/4022

    摘要: The present disclosure provides a Field Programmable Gate Array (FPGA). The FPGA comprises a plurality of regions, each of the regions being reconfigurable independently of one another. The FPGA further comprises a crossbar switch connected to the plurality of regions, wherein the crossbar switch is configurable to connect at least one first region in the plurality of regions to at least one second region in the plurality of regions such that the at least one first region is operable to communicate with the at least one second region.