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Weiguang Huo

6 accepted papers

2026

Mechanomyography-Based Closed-Loop Control of FES Enabling Prolonged Force Assistance by Monitoring Muscle Fatigue

ICRA 2026poster

Functional Electrical Stimulation (FES) is a critical therapy for motor rehabilitation, yet the rapid onset of muscle fatigue severely limits its efficacy. This paper presents the design, implementation, and validation of a comprehensive, intelligent closed-loop FES system designed to provide effect…

Cited by 0Scholar
2021

A Novel Gait Phase Detection Algorithm for Foot Drop Correction through Optimal Hybrid FES-Orthosis Assistance

ICRA 2021poster

As a life-threatening disease, stroke can lead to long-term problems affecting the patients’ daily living ability. A common problem facing post-stroke patients is foot drop. An emerging modality of interest for correcting the foot drop is to combine both actuated ankle-foot orthosis (AAFO) and funct…

Cited by 4SourceScholar
2021

Human Joint Torque Modelling With MMG and EMG During Lower Limb Human-Exoskeleton Interaction

RA-L 2021

Human-robot cooperation is vital for optimising powered assist of lower limb exoskeletons (LLEs). Robotic capacity to intelligently adapt to human force, however, demands a fusion of data from exoskeleton and user state for smooth human-robot synergy. Muscle activity, mapped through electromyography

Cited by 43SourcecodeScholar
2018

Adaptive FES Assistance Using a Novel Gait Phase Detection Approach

IROS 2018poster

This paper presents an adaptive knee-joint based Functional Electrical Stimulation (FES)method to correct the foot drop of paretic patients during swing phase. The rationale behind the adaptive FES is to amplify dorsiflexor stimulation in the late swing when it is most needed in order to face the in…

Cited by 13SourceScholar
2018

Human-Exoskeleton System Dynamics Identification Using Affordable Sensors

ICRA 2018poster

This paper presents a practical method to identify body segments inertial parameters of a human-exoskeleton system using affordable and easy-to-use sensors. First, the joints and the base kinematics are estimated based on the use of an extended Kalman filter and QR visual markers. Then, joints kinem…

Cited by 16SourceScholar
2016

Active Impedance Control of a lower limb exoskeleton to assist sit-to-stand movement

ICRA 2016

As an important movement of the daily living activities, sit-to-stand (STS) movement is usually a difficult task facing elderly and dependent people. To provide appropriate power assistance for the sit-to-stand movement, a novel intention-based Active Impedance Control (AIC) strategy applied on a lo

Cited by 57SourceScholar