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A Deep Learning Method for Vision Based Force Prediction of a Soft Fin Ray Gripper Using Simulation Data

Soft robotic grippers are increasingly desired in applications that involve grasping of complex and deformable objects. However, their flexible nature and non-linear dynamics makes the modelling and control difficult. Numerical techniques such as Finite Element Analysis (FEA) present an accurate way...

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Détails bibliographiques
Publié dans:Front Robot AI
Auteurs principaux: De Barrie, Daniel, Pandya, Manjari, Pandya, Harit, Hanheide, Marc, Elgeneidy, Khaled
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2021
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8186462/
https://ncbi.nlm.nih.gov/pubmed/34113655
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frobt.2021.631371
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