Jacobian-Augmented Kinematic Safety Filter for Robotic Control
Jacobian State Augmented Viable Kinematic Safety Filter
This study introduces a Jacobian-based safety filter that enhances kinematic safety in robotic control. It improves constraint satisfaction and reduces feasibility violations through a nested QP formulation, validated in simulation.
Source: arXiv Robotics — research abstracts · Read original article ↗
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ocity. The proposed method introduces a nested Quadratic Program (QP) formulation, defines a conservative inner approximation of viability envelope and computes a viable planner online. The method is validated in a simplified 2R planar manipulator simulation environment and shows significant improvement compared to a baseline Control Barrier Function Quadratic Program (CBF-QP) based filter. The experiments highlights
Open source S4
Source：arXiv Robotics — research abstracts · arxiv.org