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Drones will now be able to adapt and improve performance and with a projected growth rate of 25% in the unmanned aircraft sector the future seems bright. Drones are turning out to be vital tools in many sectors such as military, scientific research, journalism, and more.
Humans have been known to possess the ability to sense and adapt to the changing environment, diverting energy to get the most important task in hand while standing by for low priority tasks.
Image if drones are able to get these same capabilities. Justin Bradley, assistant professor of computer science and engineering from Nebraska has received a five-year grant from the National Science Foundation Faculty Early Career Development Program of nearly $500,000. This will be used by him to give drones and other robots the ability to sense and adapt to the changing environment, diverting energy to the most important tasks at hand while pausing for the low-priority work.
According to Bradley robots don’t have the capability as humans have. Humans can rapidly refocus their attention if something happens in the environment. You can move, shift the focus and adapt to the situation. With the addition of this ability in robots, they can devote their attention and other resources according to what they need to do.
To achieve this he will develop mathematical and computing foundations, analytical tools, and algorithms that guide resource allocation processes and optimize overall performance. These frameworks will later be incorporated into his final product. It will be a resource-aware autopilot system capable of path planning algorithms, along with new controllers for drones.
The autopilot product will operate on common, small robotic hardware and will be compatible with widely used open-source Robot Operating System. Bradley is working on obtaining a provisional patent for the technology.
With the drones getting the ability to reallocate resources it maximizes the full potential of artificial intelligence and machine learning, some of the rapidly growing branches of computer science that enable machines to do tasks generally done by human intelligence. With the AI functions being intense, they consume substantial resources so it would be critical for robots to power away from AI functions while trying to perform other tasks and vice versa.
Source: NEBRASKA TODAY