SCOPE: Smooth Convex Optimization for Planned Evolution of Deformable Linear Objects
SCOPE: Smooth Convex Optimization for Planned Evolution of Deformable Linear Objects
著者: Ali Jnadi, Hadi Salloum, Yaroslav Kholodov, Alexander Gasnikov, Karam Almaghout
分類: cs.RO, cs.SY, eess.SY
原文アブストラクト
We present SCOPE, a fast and efficient framework for modeling and manipulating deformable linear objects (DLOs). Unlike conventional energy-based approaches, SCOPE leverages convex approximations to significantly reduce computational cost while maintaining smooth and physically plausible deformations. This trade-off between speed and accuracy makes the method particularly suitable for applications requiring real-time or near-real-time response. The effectiveness of the proposed framework is demonstrated through comprehensive simulation experiments, highlighting its ability to generate smooth shape trajectories under geometric and length constraints.