title: From cineradiography to biorobots: an approach for designing robots to emulate and study animal locomotion.
abstract: Robots are increasingly used as scientific tools to investigate animal locomotion. However, designing a robot that properly emulates the kinematic and dynamic properties of an animal is difficult because of the complexity of musculoskeletal systems and the limitations of current robotics technology. Here, we propose a design process that combines high-speed cineradiography, optimization, dynamic scaling, three-dimensional printing, high-end servomotors and a tailored dry-suit to construct Pleurobot: a salamander-like robot that closely mimics its biological counterpart, Pleurodeles waltl Our previous robots helped us test and confirm hypotheses on the interaction between the locomotor neuronal networks of the limbs and the spine to generate basic swimming and walking gaits. With Pleurobot, we demonstrate a design process that will enable studies of richer motor skills in salamanders. In particular, we are interested in how these richer motor skills can be obtained by extending our spinal cord models with the addition of more descending pathways and more detailed limb central pattern generator networks. Pleurobot is a dynamically scaled amphibious salamander robot with a large number of actuated degrees of freedom (DOFs: 27 in total). Because of our design process, the robot can capture most of the animal's DOFs and range of motion, especially at the limbs. We demonstrate the robot's abilities by imposing raw kinematic data, extracted from X-ray videos, to the robot's joints for basic locomotor behaviours in water and on land. The robot closely matches the behaviour of the animal in terms of relative forward speeds and lateral displacements. Ground reaction forces during walking also resemble those of the animal. Based on our results, we anticipate that future studies on richer motor skills in salamanders will highly benefit from Pleurobot's design.
authors.affiliation: Biorobotics Laboratory, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.
authors.forename: K
authors.initials: K
authors.lastname: Karakasiliotis
authors.affiliation: Biorobotics Laboratory, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland robin.thandiackal@epfl.ch.
authors.forename: R
authors.initials: R
authors.lastname: Thandiackal
authors.affiliation: Biorobotics Laboratory, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.
authors.forename: K
authors.initials: K
authors.lastname: Melo
authors.affiliation: Biorobotics Laboratory, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.
authors.forename: T
authors.initials: T
authors.lastname: Horvat
authors.affiliation: Biorobotics Laboratory, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.
authors.forename: N K
authors.initials: NK
authors.lastname: Mahabadi
authors.affiliation: Biorobotics Laboratory, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.
authors.forename: S
authors.initials: S
authors.lastname: Tsitkov
authors.affiliation: Institut National de la Santé et de la Recherche Médicale (INSERM) U 1215-Neurocentre Magendie, Université de Bordeaux, Bordeaux Cedex, France.
authors.forename: J M
authors.initials: JM
authors.lastname: Cabelguen
authors.affiliation: Biorobotics Laboratory, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.
authors.forename: A J
authors.initials: AJ
authors.lastname: Ijspeert
mesh_terms: D000818:Animals; D002933:Cineradiography / Q000379:methods*; D008124:Locomotion; D010999:Pleurodeles; D012371:Robotics / Q000379:methods*
keywords: amphibious; cineradiography; robotics; salamander