Intelligent settings of onboard sensors on a vehicle
AssigneeInternational Business Machines Corporation
InventorsShunguo Yan, Su Liu, Zhennan Wang
Life of this patent
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Abstract
An embodiment includes detecting a future terrain metric by a vehicle. The embodiment includes responsive to detecting the future terrain metric, computing a sensor adjustment metric based on a current terrain metric and the future terrain metric. The embodiment also includes adjusting an onboard sensor of the vehicle based on the sensor adjustment metric.
Claims20
A computer-implemented method comprising:
- detecting a future terrain metric by a vehicle;
- responsive to detecting the future terrain metric, computing a sensor adjustment metric based on a current terrain metric and the future terrain metric;
- and
- adjusting an onboard sensor of the vehicle based on the sensor adjustment metric wherein the sensor adjustment metric is optimized comprising training a machine learning model based on vehicle information, sensor data, sensor location, road condition data, weather data and user feedback to output an optimized sensor adjustment metric, the training further comprising weighing at least one of the vehicle information, the sensor data, the sensor location, the road condition data, and the weather data against user feedback.
A non-transitory computer readable medium comprising a computer program comprising machine readable instructions that, when executed by a processor, performs:
- detecting a future terrain metric by a vehicle;
- responsive to detecting the future terrain metric, computing a sensor adjustment metric based on a current terrain metric and the future terrain metric;
- and
- adjusting an onboard sensor of the vehicle based on the sensor adjustment metric wherein the sensor adjustment metric is optimized comprising training a machine learning model based on vehicle information, sensor data, sensor location, road condition data, weather data and user feedback to output an optimized sensor adjustment metric, the training further comprising weighing at least one of the vehicle information, the sensor data, the sensor location, the road condition data, and the weather data against user feedback.
A computer system comprising a processor and one or more computer readable storage media, and program instructions collectively stored on the one or more computer readable storage media, the program instructions executable by the processor to cause the processor to perform operations comprising:
- detecting a future terrain metric by a vehicle;
- responsive to detecting the future terrain metric, computing a sensor adjustment metric based on a current terrain metric and the future terrain metric;
- and
- adjusting an onboard sensor of the vehicle based on the sensor adjustment metric wherein the sensor adjustment metric is optimized comprising training a machine learning model based on vehicle information, sensor data, sensor location, road condition data, weather data and user feedback to output an optimized sensor adjustment metric, the training further comprising weighing at least one of the vehicle information, the sensor data, the sensor location, the road condition data, and the weather data against user feedback.
Dependencies are inferred from the claim text.