This project utilized the machine learning technique. Therefore, the collection of data is the key to start the research. We built the data collection box and installed it at the Ames Municipal Airport. The data was obtained from ADS-B receiver and weather data was appended with the ADS-B data. The weather data was obtained from here. Then, data was processed properly to implement TensorFlow of the learning-to-rank library.
- Go to Data collection box page
- Go to Interview Pilots and ATC page
- Go to Processing data page
- Go to TensorFlow implementation page
- Go to Validation using ATC simulator page [TBD]