Adaptive calibration of sensors through cognitive learning

A system comprising:

• at least one calibration sensor;
• an itinerant sensor;
• a memory;
• and
• one or more processors in communication with the memory, the itinerant sensor, and the memory, the processor configured to perform a method comprising,
• in response to receiving data from the at least one calibration sensor and data from the itinerant sensor, comparing the data from the at least one calibration sensor and the data from the itinerant sensor,
• in response to the comparing, determining an accuracy of the itinerant sensor,
• generating one or more calibration parameters based on the determining and based on a machine learning associated with preexisting sensor information, and
• adjusting, based on the one or more calibration parameters, the itinerant sensor.

A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform a method comprising:

• in response to receiving data from at least one calibration sensor and data from an itinerant sensor, comparing the data from the at least one calibration sensor and the data from the itinerant sensor;
• in response to the comparing, determining an accuracy of the itinerant sensor;
• generating one or more calibration parameters based on the determining and based on a machine learning associated with preexisting sensor information;
• and
• adjusting, based on the one or more calibration parameters, the itinerant sensor.