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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Hlavní autoři: Daniel De Barrie, Manjari Pandya, Harit Pandya, Marc Hanheide, Khaled Elgeneidy
Médium: Článek
Jazyk:English
Vydáno: Frontiers Media S.A. 2021-05-01
Edice:Frontiers in Robotics and AI
Témata:
On-line přístup:https://www.frontiersin.org/articles/10.3389/frobt.2021.631371/full