Simulating Driver Fatigue
If you've ever driven for long periods of time, you know that fatigue can creep up on you. At UTA's Human Factors Lab, Shuchi Deb is using virtual reality to study driver habits and learn more about fatigue in an effort to identify where machine learning and other technology could make roadways safer.
"We are developing simulations and creating scenarios that help us to identify ways to improve performance and behavior," says Dr. Deb, an assistant professor in industrial, manufacturing, and systems engineering. "With our simulators, we can design scenarios to help drivers monitor fatigue and see how long it takes them to fall asleep or lose track of their surroundings. Based on our data, we can then design a warning system with machine learning to alert drivers that their skills are degraded and they need to rest."
She and her team also have worked on several virtual reality projects, including an education platform for agriculture science students at Mississippi State University that allows them to manage conditions in a greenhouse, such as watering, humidity control, and light.