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Xiaotian Chen

3 accepted papers

2022

Nonlinear Dynamics Modeling and Fault Detection for a Soft Trunk Robot: An Adaptive NN-Based Approach

RA-L 2022

This letter presents a radial basis function neural network (RBF NN) based methodology to investigate the dynamics modeling and fault detection (FD) problems for soft robots. Finite element method (FEM) is first used to derive a mathematical model to describe the dynamics of a soft trunk robot. An a

Cited by 14SourceScholar
2021

S2R-DepthNet: Learning a Generalizable Depth-Specific Structural Representation

CVPR 2021poster

Human can infer the 3D geometry of a scene from a sketch instead of a realistic image, which indicates that the spatial structure plays a fundamental role in understanding the depth of scenes. We are the first to explore the learning of a depth-specific structural representation, which captures the…

Cited by 61PDFcodeScholar