9-Aug-2022 Source: University of Cincinnati
UC is among 41 public institutions and 257 small businesses across the United States that will share $50 million in Small Business Innovation Research grants.
“NASA is working on ambitious, groundbreaking missions that require innovative solutions from a variety of sources, especially our small businesses,” NASA Deputy Administrator Pam Melroy said.
UC College of Engineering and Applied Science aerospace engineering professor Kelly Cohen will work with the company VISIMO, based in Carnegie, Pennsylvania, to develop a testing environment that helps evaluate the safety and stability of artificial intelligence models used in autonomous drones. Using a 3D simulation, the project will test the complex sensor fusion and decision-making routines needed for real-time autonomous navigation.
According to the grant application, the simulations will help put the artificial intelligence to the test in situations that feature cascading failures in emergency situations such as a sudden storm that knocks out a drone’s sensor or cameras.
The project aims to create a testing environment that can certify that algorithms used in autonomous drone flight are safe to use in the national airspace. It also will develop tools to validate the algorithms used in autonomous flight for prognostics, vehicle health, sensor fusion, decision-making and cooperative planning.
According to VISIMO, the project could benefit applications for telehealth, search and rescue, delivery and agriculture.
“Certification of autonomous aircraft is the first step towards operating beyond line of sight, which will revolutionize the use of these vehicles,” said Alex Moskowitz, the principal investigator for the grant and a data scientist at VISIMO.
Moskowitz said drones are being deployed in emergencies and to deliver supplies to people when roads and bridges become impassable.
“Kelly Cohen and his team are world-class experts in the field of autonomy,” said Alex Heit, vice president of partnerships and strategy at VISIMO. “Their partnership brings a wealth of knowledge to VISIMO’s artificial intelligence and autonomy portfolio. We’ve seen historic success through partnering with Dr. Cohen on Air Force autonomy projects. Our NASA win marks the next stage in what we see as a rich, long-term partnership.”