TRAJECTORY AND INTENT PREDICTION
    3.
    发明公开

    公开(公告)号:US20240096155A1

    公开(公告)日:2024-03-21

    申请号:US18257182

    申请日:2021-12-07

    Applicant: ASSA ABLOY AB

    Abstract: Methods and systems for trajectory and intent prediction are provided. The methods and systems include operations comprising: receiving an observed trajectory of a user and user behavior information; processing the observed trajectory by a machine learning technique to generate a plurality of predicted trajectories, the machine learning technique being trained to establish a relationship between a plurality of training observed trajectories and training predicted trajectories; adjusting the plurality of predicted trajectories based on the user behavior information to determine user intent to operate a target access control device; determining that the target access control device within a threshold range of a given one of the plurality of predicted trajectories; and in response to determining that the target access control device is within the threshold range of the given one of the plurality of predicted trajectories, performing an operation associated with the target access control device.

    TRAJECTORY PREDICTION WITH DATA NORMALIZATION

    公开(公告)号:US20240094006A1

    公开(公告)日:2024-03-21

    申请号:US18257172

    申请日:2021-12-07

    Applicant: ASSA ABLOY AB

    CPC classification number: G01C21/206 G01C21/12 G07C9/00571 G07C9/28 H04W4/33

    Abstract: Methods and systems (100) for trajectory prediction are provided. The methods and systems (100) include operations comprising: receiving (501) a plurality of observed speed points; processing (502) the plurality of observed speed points corresponding to the observed trajectory by a machine learning technique to generate a plurality of predicted speed points, the machine learning technique being trained to establish a relationship between a plurality of training observed speed points and training predicted speed points; determining (503) a future trajectory based on the plurality of predicted speed points, each of the plurality of predicted speed points corresponding to a different slice of a plurality of slices of the future trajectory; determining (504) that a target access control device is within a threshold range of the future trajectory; and performing (505) an operation associated with the target access control device (110).

    METHODS & PROCESSES TO SECURELY UPDATE SECURE ELEMENTS

    公开(公告)号:US20220414224A1

    公开(公告)日:2022-12-29

    申请号:US17756835

    申请日:2020-11-13

    Applicant: ASSA ABLOY AB

    Abstract: This disclosure describes techniques for updating firmware of a secure element. The techniques include operations comprising: receiving, by a gateway device, from a remote source, a firmware file; receiving, by a processing element implemented on the gateway device, ephemeral session specific key material for a first secure element implemented on the gateway device; dividing the firmware file into a plurality of data chunks; applying, by the processing element, the ephemeral session specific key material to a first data chunk of the plurality of data chunks to generate a first data packet; and sending, by the processing element, the first data packet to the first secure element.

    UPPER LAYER DEVICE ARCHITECTURE FOR ULTRA-WIDE BAND ENABLED DEVICE

    公开(公告)号:US20220375286A1

    公开(公告)日:2022-11-24

    申请号:US17755620

    申请日:2020-03-27

    Applicant: ASSA ABLOY AB

    Abstract: A method of operating a seamless physical access control system comprises transferring communication session information using an out-of-band (OOB) communication channel of a smart ultra-wide band (UWB) capable device; establishing a secure OOB communication channel between the smart UWB capable device and a reader device using the communication session information; determining that a UWB enabled application of the smart UWB capable device needs secure ranging; establishing a secure UWB communication channel between the smart UWB capable device and the reader device; and transferring ranging information from a secure component of the smart UWB capable device to the reader device via the secure UWB communication channel.

    ULTRA-WIDE BAND RADAR FOR TAILGATING DETECTION IN ACCESS CONTROL SYSTEMS

    公开(公告)号:US20250022331A1

    公开(公告)日:2025-01-16

    申请号:US18904121

    申请日:2024-10-02

    Applicant: ASSA ABLOY AB

    Abstract: A reader device of a physical access control system comprises an ultra-wide band (UWB) physical layer and processing circuitry. The processing circuitry is operatively coupled to the UWB physical layer and is configured to: receive access credential information from a separate second device; receive ranging information from the second device; grant access through a physical portal according to the access credential information and ranging information; determine a number of people intending to pass through the physical portal; and generate an indication according to the determined number.

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