Implementation of a Natural Dynamic Controller on an Under-actuated Compass-Biped Robot
| Autor: | Ron Hartston, Rea Yakar, Reuven Katz, Miriam Zacksenhouse |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
0209 industrial biotechnology
Computer science 02 engineering and technology 021001 nanoscience & nanotechnology Task (project management) Computer Science::Robotics 020901 industrial engineering & automation Control theory Compass Genetic algorithm Trajectory Robot Torque 0210 nano-technology Efficient energy use |
| Zdroj: | IROS |
| DOI: | 10.1109/iros40897.2019.8967583 |
| Popis: | Natural dynamic controllers aim to perform the desired task by exploiting the natural dynamics of the system. This can be accomplished by generating torque patterns to actuate the system rather than accurately following a predefined trajectory. We have previously demonstrated natural dynamic control of compass-biped in simulations. Here we demonstrate successful implementation of this dynamic controller on an under-actuated compass-biped robot. The parameters of the controller, and in particular the magnitude and timing of torque primitives, were optimized using multi-objective optimization via genetic algorithm, accounting for speed and energy efficiency. While the current implementation is in open-loop, this strategy can be extended to include feedback to enhance walking over a wide range of terrains. This proof-of concept provides the basis for future extensions to more complex robots. |
| Databáze: | OpenAIRE |
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