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Researchers from three universities are collaborating to develop a new generation of design software that can accurately predict the physical behavior of robots long before physical prototyping.
"One of our goals is to find a way to do virtual testing so that key flaws can be found on a computer before a prototype is ever built," said Walid Taha, professor of computer science at Halmstad University in Sweden and adjunct professor of computer science at Rice University. Taha is principal investigator on a new ($1.8M) research grant from the National Science Foundation (NSF) that brings together researchers from Halmstad, Rice and Texas A&M University. This research initiative is also funded by KK's CERES as well as Halmstad University.
Robots are a study in contrasts. They can perform superhuman feats and get tripped up by toddler-level tasks. They're digitally programmable, but intricacies of their physical behavior go far beyond the reach of computer simulations. At Halmstad University, world class research on various aspects of robotics is being conducted by several researchers. Most recently, Roland Philippsen joined Halmstad University from Stanford's Artificial Intelligence Laboratory.
"Part of the problem is that robots have a foot in both the digital and physical worlds," said robotics researcher Marcia O'Malley, professor of mechanical engineering and materials science at Rice and co-principal investigator on the new project. "Bridging these worlds is difficult. The physical world is a messy place with both smooth curves and discontinuities that are difficult for computers to deal with."
The upshot is that designing robots today goes something like this: Build computational models and test in simulation. Build prototype at great expense. Test prototype and find unanticipated flaw. Revisit simulation. Redesign prototype. Repeat.
Taha, O'Malley and their collaborators at Halmstad, Rice and Texas A&M hope to change that with new funding from the NSF's Cyber-Physical Systems program.
Modeling and simulation of robotics is not a new idea, but the researchers are taking a new approach. For one thing, they are keen to develop a holistic system that robotics designers can use from start to finish. Currently, designers might use four or more different pieces of software at various points in the design and testing of a new robot. Lack of compatibility from one piece of software to the next is one problem, but an even larger problem can arise when entire concepts are missing or treated wholly different.
To address this, the team includes programming language expert Corky Cartwright, professor of computer science at Rice University. Taha and Cartwright began developing a new programming language called Acumen under an earlier NSF grant. They'll continue to develop and expand the language under the new research program.
Cartwright will work with the project's two hands-on robotics laboratories. O'Malley's Mechatronics and Haptics Interface (MAHI) lab at Rice and Aaron Ames' A&M Bipedal Experimental Robotics (AMBER) lab at Texas A&M, to test the language and make sure it is up to the task of day-to-day robotic design. Specifically, the next generation of two-legged walking robots and robotic assistive devices will be developed by Ames and O'Malley through this new software infrastructure.
"We should be able to input into the simulation environment any equation that the mechanical engineers give us," Cartwright said.
Ames, assistant professor of mechanical engineering and of electrical and computer engineering at Texas A&M, said, "One area that stands to significantly benefit from these innovations is the design of next-generation prosthetics. The MAHI lab at Rice is already doing work on upper-body prosthetics, and the AMBER lab is working on prosthetics for the lower body. With improved modeling and simulation tools we hope to dramatically accelerate innovation in this area."