2025
Inducing Matrix Sparsity Bias for Improved Dynamic Identification of Parallel Kinematic Manipulators using Deep Learning
Marcel Gabriel Lahoud, Daniel Gnad, Gabriele Marchello, Mariapaola D'Imperio, Andreas Müller, Ferdinando Cannella
ICRA 2025
Among the many challenges of parallel kinematic manipulators, achieving high-speed and accurate control remains crucial. Estimating their dynamic properties is essential for designing precise and efficient control schemes. Conventional methods for dynamic model identification have been effective, th