METHOD AND SYSTEM TO DETECT AND MITIGATE SENSOR DEGRADATION
First Claim
1. A method to detect and mitigate sensor degradation in an automobile system, comprising:
- collecting an output signal data from at least one device which is outputting the signal data related to operational parameters of a vehicle system;
analyzing patterns of the output signal data compared to signal data from a nominal operating device;
identifying when the patterns exceed a threshold level indicating the at least one device is operating in a degraded condition; and
modifying a control signal to change the operational parameters of the vehicle system.
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Accused Products
Abstract
A method to detect and mitigate sensor degradation in an automobile system includes: collecting output signal data from at least one of a sensor and an actuator which is outputting the signal data related to operational parameters of a vehicle system; placing the sensor or the actuator in communication with a fault box used to purposely corrupt the output signal data; analyzing patterns of the output signal data compared to signal data from a nominal operating sensor or actuator using an artificial intelligence program; identifying when a statistical range of the patterns exceeds a first threshold level; and modifying a control signal to change the operational parameters of the vehicle system.
17 Citations
20 Claims
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1. A method to detect and mitigate sensor degradation in an automobile system, comprising:
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collecting an output signal data from at least one device which is outputting the signal data related to operational parameters of a vehicle system; analyzing patterns of the output signal data compared to signal data from a nominal operating device; identifying when the patterns exceed a threshold level indicating the at least one device is operating in a degraded condition; and modifying a control signal to change the operational parameters of the vehicle system. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A method to detect and mitigate sensor degradation in an automobile system, comprising:
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collecting an output signal data from at least one of a sensor and an actuator which is outputting the signal data related to operational parameters of a vehicle system; placing the sensor or the actuator in communication with a fault box used to purposely corrupt the output signal data; analyzing patterns of the output signal data compared to signal data from a nominal operating sensor or actuator using an artificial intelligence program; identifying when a statistical range of the patterns exceeds a first threshold level; and modifying a control signal to change the operational parameters of the vehicle system. - View Dependent Claims (12, 13, 14, 15, 16, 17)
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18. A system to detect and mitigate sensor degradation in an automobile system, comprising:
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an output signal data set collected from at least one of a sensor and an actuator which is outputting the signal data related to operational parameters of a vehicle system; a fault box receiving the output signal data set and acting to purposely corrupt the output signal data set; an artificial intelligence program analyzing patterns of the output signal data set compared to an output signal data set from a nominal operating sensor or actuator; a first threshold level applied to an output from the artificial intelligence program; and a control signal generated when the first threshold level is exceeded operating to change the operational parameters of the vehicle system. - View Dependent Claims (19, 20)
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Specification