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Enhao Zheng

4 accepted papers

2025

SRL-Gym: A Morphology and Controller Co-Optimization Framework for Supernumerary Robotic Limbs in Load-Bearing Locomotion

ICRA 2025

Supernumerary Robotic Limbs (SRLs) can assist human motions by providing extra degrees of freedom (DoFs) and body support. The extra DoFs lead to larger design space in structure and control policies, which is complex and time-consuming with the traditional manual design process. In this pilot study

Cited by 1SourceScholar
2024

Hierarchical Human Motion Intention Prediction for Increasing Efficacy of Human-Robot Collaboration

RA-L 2024

When humans and robots work together to accomplish tasks with dynamic uncertainty, the robots should perceive human motion intentions so as to cooperate with humans and increase efficacy. In this study, we propose a hierarchical motion intention prediction model for human-robot collaboration, in whi

Cited by 8SourceScholar
2021

Wrist Angle Estimation With a Musculoskeletal Model Driven by Electrical Impedance Tomography Signals

RA-L 2021

Wrist kinematics estimation with muscle signals is a key issue in the field of wearable robots. In this study, we proposed a musculoskeletal-based-method driven by the Electrical Impedance Tomography (EIT) signals for continuously estimating wrist flexion/extension angles. The EIT-based interface ca

Cited by 14SourceScholar
2019

Toward a Human-Machine Interface Based on Electrical Impedance Tomography for Robotic Manipulator Control

IROS 2019poster

In this study, we proposed a novel human-machine interface (HMI) for robotic manipulator control. The specific target was to adjust the impedance coefficients of the robot controller in real time by measuring the human forearm muscle contractions. We firstly designed a HMI system. Different from the…

Cited by 17SourceScholar