ATTENTION-DRIVEN SYSTEM FOR ADAPTIVELY STREAMING VEHICLE SENSOR DATA TO EDGE COMPUTING AND CLOUD-BASED NETWORK DEVICES

    公开(公告)号:US20220253635A1

    公开(公告)日:2022-08-11

    申请号:US17190663

    申请日:2021-03-03

    Abstract: An attention-driven streaming system includes an adaptive-streaming module and a transceiver. The adaptive-streaming module includes filters, a compression module, an attention-driven strategy module and a fusion module. The filters filter sensor data received from sensors of a vehicle. The compression module compresses the filtered sensor data to generate compressed data. The attention-driven strategy module generates feedforward information based on a state of the vehicle and a state of an environment of the vehicle to adjust a region of interest. The fusion module generates an adaptive streaming strategy to adaptively adjust operations of each of the filters. The transceiver streams the compressed data to at least one of an edge computing device or a cloud-based network device and in response receive feedback information and pipeline monitoring information. The fusion module generates the adaptive streaming strategy based on the feedforward information, the feedback information and the pipeline monitoring information.

    DETECTION AND REPORTING OF MISBEHAVIOR IN VEHICLE-TO-INFRASTRUCTURE COMMUNICATION

    公开(公告)号:US20220246031A1

    公开(公告)日:2022-08-04

    申请号:US17165223

    申请日:2021-02-02

    Abstract: A method in a vehicle includes receiving a vehicle-to-infrastructure (V2I) message transmitted from a communication system affixed to infrastructure at a location. The V2I message includes at least one category of information among a plurality of categories of information and the plurality of categories of information include map-based information and road safety information. The method also includes determining, based on performing at least one type of verification, whether a misbehavior has occurred with respect to the V2I message. The misbehavior indicates incorrect information in the V2I message. A counter is maintained of a number of times the misbehavior has occurred with respect to the V2I message at the location, and the misbehavior is reported based on the counter.

    Apparatus for assessing, predicting, and responding to driver fatigue and drowsiness levels

    公开(公告)号:US09956963B2

    公开(公告)日:2018-05-01

    申请号:US15176878

    申请日:2016-06-08

    CPC classification number: B60W40/08 B60W50/0098 B60W2040/0872 B60W2050/0075

    Abstract: A system for analyzing driver fitness to drive with consideration given to any of various conditions such as driver drowsiness, fatigue, and anxiety. The system includes a processing hardware unit, and a non-transitory computer-readable storage device comprising various modules to determine if the driver is impaired. The modules include an input interface module that, when executed by the processing unit, receives sensor data indicating a present driver health factor. A database module includes pre-established driver-profile data particular to a driver. And the modules include an activity module that, when executed by the processing unit, obtains the driver-profile data and the sensor data, and determines, based on the present health factor and the pre-established driver-profile data, fitness of the driver to drive. The disclosure relates in various embodiments to a computer-readable storage device, separately, and processes performed by the system and device.

    INFRASTRUCTURE-SUPPORTED PERCEPTION SYSTEM FOR CONNECTED VEHICLE APPLICATIONS

    公开(公告)号:US20240338793A1

    公开(公告)日:2024-10-10

    申请号:US18297870

    申请日:2023-04-10

    Abstract: An infrastructure-supported perception system for connected vehicle applications includes one or more infrastructure perception sensors that capture perception data having a reduced resolution and a reduced frame rate. The reduced resolution includes a reduced number of pixels for a given frame when compared to a standard resolution and the reduced frame rate captures data at a lower rate when compared to a standard frame rate. The infrastructure-supported perception system includes one or more controllers that are part of a connected vehicle. The controllers of the connected vehicle are in wireless communication with the one or more infrastructure perception sensors and one or more servers, and the one or more servers are in wireless communication with the one or more infrastructure perception sensors. The controllers receive dynamic information regarding one or more detected objects in an environment surrounding the connected vehicle from the one or more servers.

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