Education, research and development in the field of IT and Robotics
World-class IT education in Russia in English
Innopolis University has 17 laboratories and 9 research centers, which conduct research in the field of artificial intelligence, robotics, big data, software development, information security
The university’s project-based activities are aimed at implementing grant-based and commercial projects, as well as at enhancing the availability of education in IT areas.
Education, research and development in the field of IT and Robotics
Animal running has been studied for a long time,
but until now robots cannot repeat the same movements with
energy efficiency close to animals. There are many controllers for controlling the movement of four-legged robots. The most popular is the Convex MPC. This paper presents a bioinspirational approach to increasing the energy efficiency of the state-of-theart Convex MPC controller. This approach is to set a reference trajectory for the Convex MPC in the form of a SLIP model. This model describes the movements of animals when running. Adding a SLIP trajectory increases the energy efficiency of the Pronk gait by 15 percent at a speed of 1 m/s.
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Authors:
Aleksei Shamraev (Faculty of Control Systems and Robotics ITMO University, adshamraev@itmo.ru)
Sergey Kolyubin (Faculty of Control Systems and Robotics ITMO University, s.kolyubin@itmo.ru)
in Proceedings of the Third International Conference Nonlinearity,Information and Robotics 2022, August 24, 2022
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