ELECTRONIC DEVICE AND METHOD OF ELECTRONIC DEVICE GENERATING PREDICTIVE MODEL BASED ON CLASSIFICATION OF PATTERNS OF TIME-SERIES DATA TO WHICH PRE-PROCESSING PIPELINE HAS BEEN APPLIED

    公开(公告)号:US20250117696A1

    公开(公告)日:2025-04-10

    申请号:US18524989

    申请日:2023-11-30

    Abstract: A method of generating a predictive model is proposed. The method may include receiving single time-series data or multiple types of time-series data collected in a specific domain, drawing time-series data corresponding to the same domain and time interval, among the received single time-series data or multiple types of time-series data. The method may also include pre-processing the drawn time-series data by applying a pre-processing pipeline built by applying at least one pre-processing module to the drawn time-series data, and generating a pattern classification model for classifying patterns of the pre-processed time-series data based on the clustering of the pre-processed time-series data. The method may further include generating a predictive model for predicting feature information of the drawn time-series data based on a cluster that is generated as the results of the clustering of the pre-processed time-series data, and storing the pattern classification model and the predictive model.

    CONTINUOUS HOLOGRAM RECORDING METHOD

    公开(公告)号:US20250093815A1

    公开(公告)日:2025-03-20

    申请号:US18713785

    申请日:2021-12-06

    Abstract: A continuous hologram recording method is provided. A holographic printer according to an embodiment of the present invention comprises: a light source that emits light; a modulator that modulates the light emitted from the light source, to generate a holographic fringe pattern in units of hogels; a stage having placed thereon a hologram recording medium on which a holographic fringe pattern generated by the modulator is to be recorded in units of hogels; a first driving unit that moves the position of the stage in a first axial direction by using a first-type motor; and a second driving unit that moves the position of the stage in a second axial direction by using a second-type motor different from the first type. Accordingly, continuous hologram recording is enabled by appropriately implementing a motor that moves the stage on which the hologram recording medium is placed, according to vibration characteristics, thereby remarkably reducing the printing time for large holograms, which used to take several days to tens of days, and thus accelerating the commercialization of hologram printing.

    Ultra-small size broadband coupler

    公开(公告)号:US12244051B2

    公开(公告)日:2025-03-04

    申请号:US17877165

    申请日:2022-07-29

    Abstract: There is provided an ultra-small size broadband coupler. A Lange coupler according to an embodiment includes: first lines which are formed in a spiral shape, and have a first port and a second port formed at one end thereof and have connection ends formed at the other end thereof; and second lines which are formed in a spiral shape, and have connection ends formed at one end thereof to be connected to the connection ends of the first lines, and have a third port and a fourth port formed at the other end thereof. Accordingly, the Lange coupler maintains broadband characteristics while minimizing its area, so that it is possible to design a small component for mobile communication and to noticeably reduce an insertion loss.

    METHOD AND SYSTEM FOR FOVEATED HOLOGRAM RENDERING

    公开(公告)号:US20250028280A1

    公开(公告)日:2025-01-23

    申请号:US18713728

    申请日:2021-12-06

    Abstract: A method and a system for foveated hologram rendering are provided. A method for foveated hologram rendering according to an embodiment of the present invention comprises: tracking a user's line of sight, rendering a hologram having a first resolution in the user's central line of sight, and rendering a hologram having a resolution lower than the first resolution in the user's peripheral line of sight. Accordingly, a hologram content with high quality and high resolution can be generated and reproduced at high speed through foveated hologram rendering in which holograms having different resolutions are rendered in the user's central line of sight and peripheral line of sight.

    Apparatus and method for providing wrap-around view based on 3D distance information

    公开(公告)号:US12170754B2

    公开(公告)日:2024-12-17

    申请号:US17135167

    申请日:2020-12-28

    Abstract: This application relates to an apparatus and method for providing a wrap-around view based on three-dimensional (3D) distance information. The apparatus may include a camera module, a sensor module, and a controller. The camera module acquires image information in all directions, and the sensor module measures 3D spatial information in all directions. The controller is configured to generate 3D distance information by projecting the measured 3D spatial information onto a two-dimensional (2D) plane, to generate a 3D model in a 3D space by using the generated 3D distance information, and to generate a wrap-around view by mapping the acquired image information to the generated 3D model.

    APPARATUS, SYSTEM, AND METHOD FOR COMPANY-CUSTOMIZED WORK EVALUATION BASED ON WORK SINCERITY AND WORK CONCENTRATION

    公开(公告)号:US20240378539A1

    公开(公告)日:2024-11-14

    申请号:US18649056

    申请日:2024-04-29

    Abstract: Proposed is an apparatus, system, and method for conducting a company-customized work evaluation of employees based on work sincerity and work concentration to induce employees toward the ideal talent pursued by the company. The apparatus may receive an input of setting values for work sincerity and work concentration each including a plurality of evaluation items, setting values for weights for the respective evaluation items, and setting values for satisfaction/violation conditions from a manager terminal. Additionally, the apparatus may receive data on work sincerity and work concentration obtained by collecting and counting event information on satisfaction/violation for each evaluation item according to an employee's work from a plurality of employee terminals. Also, the apparatus may perform work evaluation on a plurality of employees via a work evaluation algorithm that uses the work sincerity and work concentration data and the weights as input values.

    METHOD FOR DETERMINING ROAD CONDITIONS BY SHARING SENSOR DATA AND OBJECT RECOGNITION RESULTS IN V2X COMMUNICATION ENVIRONMENT

    公开(公告)号:US20240357328A1

    公开(公告)日:2024-10-24

    申请号:US18640859

    申请日:2024-04-19

    CPC classification number: H04W4/38 H04W4/40 H04W24/04

    Abstract: There is provided a method for determining road conditions by sharing sensor data and object recognition results in a V2X communication environment. According to an embodiment, a road condition determination method may acquire sensor data, may recognize objects by analyzing the acquired sensor data, may receive sensor data and object recognition results from external terminals, may determine reliability on the received object recognition results and sensor data, and may determine road conditions, based on the acquired sensor data and object recognition results and object recognition results and sensor data which are given reliability. Accordingly, road conditions may be exactly determined by sharing sensor data and object recognition results in a V2X environment, so that autonomous driving performance may be enhanced, and it is determined whether sensor data and object recognition results received from an outside are utilized in determining road conditions, by determining reliability on the sensor data and the object recognition results, so that accuracy of determination of road conditions may be more enhanced.

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