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20212025
most citedLearning-based Nonlinear Model Predictive Control of Articulated Soft Robots using Recurrent Neural Networks

16 citations · 52 across the 16 of their papers we have counts for

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Showing 2023Show all

6 papers · 1 filter

cs.RO2023

Quantifying Uncertainties of Contact Classifications in a Human-Robot Collaboration with Parallel Robots

Aran Mohammad, Hendrik Muscheid, Moritz Schappler +1

In human-robot collaboration, unintentional physical contacts occur in the form of collisions and clamping, which must be detected and classified separately for a reaction. If cert…

cs.RO2023

Safe Collision and Clamping Reaction for Parallel Robots During Human-Robot Collaboration

Aran Mohammad, Moritz Schappler, Tim-Lukas Habich +1

Parallel robots (PRs) offer the potential for safe human-robot collaboration because of their low moving masses. Due to the in-parallel kinematic chains, the risk of contact in the…

cs.RO2023

Collision Isolation and Identification Using Proprioceptive Sensing for Parallel Robots to Enable Human-Robot Collaboration

Aran Mohammad, Moritz Schappler, Tobias Ortmaier

Parallel robots (PRs) allow for higher speeds in human-robot collaboration due to their lower moving masses but are more prone to unintended contact. For a safe reaction, knowledge…

cs.RO2023★ 12 cited

Towards Human-Robot Collaboration with Parallel Robots by Kinetostatic Analysis, Impedance Control and Contact Detection

Aran Mohammad, Moritz Schappler, Tobias Ortmaier

Parallel robots provide the potential to be leveraged for human-robot collaboration (HRC) due to low collision energies even at high speeds resulting from their reduced moving mass…

eess.SY2023★ 10 cited

Learning-based Position and Stiffness Feedforward Control of Antagonistic Soft Pneumatic Actuators using Gaussian Processes

Tim-Lukas Habich, Sarah Kleinjohann, Moritz Schappler

Variable stiffness actuator (VSA) designs are manifold. Conventional model-based control of these nonlinear systems is associated with high effort and design-dependent assumptions.…

cs.RO2023★ 1 cited

Intuitive Telemanipulation of Hyper-Redundant Snake Robots within Locomotion and Reorientation using Task-Priority Inverse Kinematics

Tim-Lukas Habich, Melvin Hueter, Moritz Schappler +1

Snake robots offer considerable potential for endoscopic interventions due to their ability to follow curvilinear paths. Telemanipulation is an open problem due to hyper-redundancy…