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Linqing Xia

2 accepted papers

2021

A Robust Data-Driven Approach for Dynamics Model Identification in Trajectory Planning

IROS 2021poster

In this paper, we propose a data-driven modelling framework using a sparse regression technique to find the governing equations of dynamics systems. With this approach, the prior knowledge of features from simple structures can be used to deduce which on complex structures. The prior knowledge of si…

Cited by 7SourceScholar
2020

A Bio-Signal Enhanced Adaptive Impedance Controller for Lower Limb Exoskeleton

ICRA 2020poster

The problem of human-exoskeleton interaction with uncertain dynamical parameters remains an open-ended research area. It requires an elaborate control strategy design of the exoskeleton to accommodate complex and unpredictable human body movements. In this paper, we proposed a novel control approach…

Cited by 7SourceScholar