Anomaly detection systems and methods

    公开(公告)号:US11625031B2

    公开(公告)日:2023-04-11

    申请号:US17107274

    申请日:2020-11-30

    Abstract: Systems and method are provided for detecting an anomaly of a sensor of a vehicle. In one embodiment, a method includes: storing a plurality of sensor correlation groups based on vehicle dynamics; processing a subset of signals based on the sensor correlation groups to determine when an anomaly exists; processing the subset of signals based on the sensor correlation group to determine which sensor of the sensor correlation group is anomalous; and generating notification data based on the sensor of the correlation group that is anomalous.

    ANOMALY DETECTION SYSTEMS AND METHODS

    公开(公告)号:US20220172010A1

    公开(公告)日:2022-06-02

    申请号:US17107274

    申请日:2020-11-30

    Abstract: Systems and method are provided for detecting an anomaly of a sensor of a vehicle. In one embodiment, a method includes: storing a plurality of sensor correlation groups based on vehicle dynamics; processing a subset of signals based on the sensor correlation groups to determine when an anomaly exists; processing the subset of signals based on the sensor correlation group to determine which sensor of the sensor correlation group is anomalous; and generating notification data based on the sensor of the correlation group that is anomalous.

    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.

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