Patent ID: 11940527
Assignee: ROCKWELL COLLINS, INC.
Field: Measurement (Instruments)
Classification: CPC G  B  Y | IPC B  G

Claim 15:
16. A method of developing a three-dimensional weather model for an aircraft cockpit display, the method comprising:
compiling, via a processor, a reflectivity data from a radar system to form a compiled reflectivity data set;
compiling, via the processor, a visual data from a camera to form a compiled visual data set;
training, via the processor, a machine learning model to correlate a future visual data from the camera and a corresponding future reflectivity data from the radar system based on the compiled reflectivity data set and the compiled visual data set; and
developing, via the processor, an estimated three-dimensional weather model based on the machine learning model, the three-dimensional weather model configured to generate an estimated three-dimensional weather image and a three-dimensional terrain image based on the future visual data and the corresponding future reflectivity data.