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Using Deep Neural Networks to Improve Contact Wrench Estimation of Serial Robotic Manipulators in Static Tasks

Reliable force-driven robot-interaction requires precise contact wrench measurements. In most robot systems these measurements are severely incorrect and in most manipulation tasks expensive additional force sensors are installed. We follow a learning approach to train the dependencies between joint...

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Detalles Bibliográficos
Autores principales: Osburg, Jonas, Kuhlemann, Ivo, Hagenah, Jannis, Ernst, Floris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9106527/
https://www.ncbi.nlm.nih.gov/pubmed/35572376
http://dx.doi.org/10.3389/frobt.2022.892916

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