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Zhinan Peng

6 accepted papers

2022

A Novel Multimodal Human-Exoskeleton Interface Based on EEG and sEMG Activity for Rehabilitation Training

ICRA 2022poster

Despite the advances in the field of human-robot interface (HRI) based on biological neural signal, the use of the sole electroencephalography (EEG) signal to help robotic exoskeleton predict the limb movement is currently no mature in rehabilitation training, due to its unreliability. Multimodal HR…

Cited by 8SourceScholar
2022

Human-exoskeleton Cooperative Balance Strategy for a Human-powered Augmentation Lower Exoskeleton

IROS 2022poster

Lower Limb Exoskeletons (LLE) have received considerable interest in strength augmentation, rehabilitation, and walking assistance scenarios. For strength augmentation, LLE is expected to have the capability of reducing metabolic energy. However, the energy for adjusting Center of Gravity (CoG) is a…

Cited by 2SourceScholar
2021

Estimating the Center of Mass of Human-Exoskeleton Systems with Physically Coupled Serial Chain

IROS 2021poster

Estimating the center of mass (CoM) is essential for both gait planning and controlling of lower limb exoskeletons. Different from CoM estimation in human and humanoid robots, a critical issue in human-exoskeleton systems pis how to describe the effect of physical human-exoskeleton interactions in e…

Cited by 1SourceScholar
2021

Synergetic Gait Prediction for Stroke Rehabilitation with Varying Walking Speeds

IROS 2021poster

Lower Limb Exoskeletons (LLEs) are promising in gait rehabilitation for stroke survivors. In gait training of post-stroke patients with LLEs, one of the main challenges is how to generate appropriate gait patterns from the sound leg to the paretic leg for different patients with varying walking spee…

Cited by 8SourceScholar
2020

Data-Driven Reinforcement Learning for Walking Assistance Control of a Lower Limb Exoskeleton with Hemiplegic Patients

ICRA 2020poster

Lower limb exoskeleton (LLE) has received considerable interests in strength augmentation, rehabilitation and walking assistance scenarios. For walking assistance, the LLE is expected to have the capability of controlling the affected leg to track the unaffected leg’s motion naturally. An important…

Cited by 35SourceScholar
2018

Learning-based Walking Assistance Control Strategy for a Lower Limb Exoskeleton with Hemiplegia Patients

IROS 2018poster

Lower exoskeleton has gained considerable interests in walking assistance applications for both paraplegia and hemiplegia patients. In walking assistance of hemiplegia patients, the exoskeleton should have the ability to control the affected leg to follow the unaffected leg's motion naturally. One c…

Cited by 27SourceScholar