3D kinematics using dual quaternions: theory and applications in neuroscience
(2013) Frontiers in Behavioral Neuroscience — (2013)
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- (en) In behavioral neuroscience, many experiments are developed in 1 or 2 spatial dimensions, but when scientists tackle problems in 3-dimensions (3D), they often face problems or new challenges. Results obtained for lower dimensions are not always extendable in 3D. In motor planning of eye, gaze or arm movements, or sensorimotor transformation problems, the 3D kinematics of external (stimuli) or internal (body parts) must often be considered: how to describe the 3D position and orientation of these objects and link them together? We describe how dual quaternions provide a convenient way to describe the 3D kinematics for position only (point transformation) or for combined position and orientation (through line transformation), easily modeling rotations, translations or screw motions or combinations of these. We also derive expressions for the velocities of points and lines as well as the transformation velocities. Then, we apply these tools to a motor planning task for manual tracking and to the modeling of forward and inverse kinematics of a seven-dof three-link arm to show the interest of dual quaternions as a tool to build models for these kinds of applications.
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Leclercq, G., Lefèvre, P., & Blohm, G. (2013). 3D kinematics using dual quaternions: theory and applications in neuroscience. Frontiers in Behavioral Neuroscience. Published. https://doi.org/10.3389/fnbeh.2013.00007 (Original work published 2013)