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Fault-Tolerant Six-DoF Pose Estimation for Tendon-Driven Continuum Mechanisms

We propose a fault-tolerant estimation technique for the six-DoF pose of a tendon-driven continuum mechanisms using machine learning. In contrast to previous estimation techniques, no deformation model is required, and the pose prediction is rather performed with polynomial regression. As only a few...

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Detalles Bibliográficos
Autores principales: Raffin, Antonin, Deutschmann, Bastian, Stulp, Freek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8120429/
https://www.ncbi.nlm.nih.gov/pubmed/33996921
http://dx.doi.org/10.3389/frobt.2021.619238