3 papers
cs.RO2026
Reference-Augmented Learning for Precise Tracking Policy of Tendon-Driven Continuum Robots
Ziqing Zou, Ke Qiu, Haojian Lu +2
Tendon-Driven Continuum Robots (TDCRs) pose significant control challenges due to their highly nonlinear, path-dependent dynamics and non-Markovian characteristics. Traditional Jac…
cs.RO2026
Learning-Based Dynamics Modeling and Robust Control for Tendon-Driven Continuum Robots
Ziqing Zou, Ke Qiu, Fei Wang +3
Tendon-Driven Continuum Robots (TDCRs) pose significant modeling and control challenges due to complex nonlinearities, such as frictional hysteresis and transmission compliance. Th…
cs.RO2025
High-Precision and High-Efficiency Trajectory Tracking for Excavators Based on Closed-Loop Dynamics
Ziqing Zou, Cong Wang, Yue Hu +6
The complex nonlinear dynamics of hydraulic excavators, such as time delays and control coupling, pose significant challenges to achieving high-precision trajectory tracking. Tradi…