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.

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