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Dingkui Tian

3 accepted papers

2026

GenJAPNet: A Generalizable Joint Angle Prediction Network with Non-Redundant Muscle Synergy Features for Lower-Limb Exoskeletons

ICRA 2026poster

Lower-limb exoskeleton robots play a significant role in both rehabilitation and assisted walking, where accurate prediction of lower-limb joint angles is crucial for achieving natural gait. However, due to inter-subject variability and differences across locomotion modes, achieving cross-task gener…

Cited by 0Scholar
2025

Human-Like Walking Motion Generation for Self-Balancing Lower Limb Rehabilitation Exoskeletons

ICRA 2025

Self-balancing lower limb rehabilitation exoskeletons (SLLREs) allow individuals with lower limb dysfunction to walk without the use of crutches. Stable and human-like walking motions are crucial for SLLREs because achieving a close imitation of healthy human walking is a key goal in rehabilitation

Cited by 0SourceScholar
2024

A Closed-loop Control for Lower Limb Exoskeleton Considering Overall Deformations: A Simple and Direct Application Method

IROS 2024

In this paper, considering overall deformations of the exoskeleton, we couple deformations relationship network (DRN) with fractional order viscoelastic (FOV) controller, proposing a novel DRN-FOV closed-loop control method, endowing exoskeleton with stable dynamic walking ability. Simply by utilizi

Cited by 0SourceScholar