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Dunwen Wei

6 accepted papers

2026

TCN-xLSTM: A Hybrid Temporal Model Integrating TCN and xLSTM for Lower Limb Joint Moment Estimation From IMU Signals

RA-L 2026

Accurate prediction of human joint moments is essential for enhancing the stability, responsiveness, and control of wearable exoskeletons. Although machine learning approaches from inertial measurement unit (IMU) signals have advanced joint moment estimation, existing models still suffer from limite

Cited by 0SourceScholar
2025

LSTM-MHSA-Enhanced Deep Reinforcement Learning for Accurate Gait Control in Human Musculoskeletal Model

IROS 2025

Modeling and controlling the musculoskeletal system are crucial for understanding human motor functions, optimizing human-robot interaction, and developing embodied intelligence. However, existing musculoskeletal models are mainly limited to specific body parts and muscle groups, and still face chal

Cited by 0SourceScholar
2025

Model-Based Control Strategies Comparison of One Bionic Ankle Tensegrity Exoskeleton: BATE

ICRA 2025

This paper presents a comparative analysis of model-based control strategies for a Bionic Ankle Tensegrity Exoskeleton (BATE), designed to emulate the self-stress equilibrium and self-supporting characteristics of the human ankle biotensegrity structure. Model-based control strategies are convention

Cited by 1SourceScholar
2024

Kinematic Modeling of Twisted String Actuator Based on Invertible Neural Networks

IROS 2024poster

Twisted String Actuators (TSAs) exhibit several advantages, including lightweight, compact, and having a high power-to-weight ratio. However, current research on kinematic models of TSAs is limited to deriving the relationship between motor input and output through idealized geometric calculations.…

Cited by 0SourceScholar
2024

Novel Multiport Output Twisted String Actuator with Self-differential Mechanism: Hand Glove Application

IROS 2024poster

The differential mechanism can reduce the number of actuators and efficiently distribute force or power. We proposed a novel multiport output twisted string actuator (MO-TSA) with self-differential mechanism that employs a single actuator to achieve multiport outputs. The differential MO-TSA is adap…

Cited by 0SourceScholar