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Hyunglae Lee

23 accepted papers

2025

Personalizing Human Gait Entrainment: A Reinforcement Learning Approach to Optimizing Magnitude of Periodic Mechanical Perturbations

RA-L 2025

The feasibility of gait entrainment to periodic mechanical perturbations varies with perturbation magnitude in neurotypical individuals. Effective design of gait entrainment studies thus requires a systematic approach to personalize periodic perturbation parameters. However, current studies still re

Cited by 2SourceScholar
2024

Design And Validation of a Variable Stiffness Spiral Cam Actuator (VS-SCA)

ICRA 2024poster

This study presents the design and validation of a variable stiffness actuator incorporating multiple cam mechanisms. The actuator is intended for use in walking assistance, focusing on assisting individuals with diminished ankle function. This study highlights the advantages of variable stiffness a…

Cited by 0SourceScholar
2024

Design and Validation of Soft Sliding Structure With Adjustable Stiffness for Ankle Sprain Prevention

RA-L 2024

This study presents the design and validation of a soft sliding stiffness structure with a soft-rigid layer sliding mechanism. It aims to mitigate ankle sprains and address the progression of chronic ankle instability by providing stiffness support. The soft-rigid layer sliding mechanism of the stru

Cited by 2SourceScholar
2023

MIntNet: Rapid Motion Intention Forecasting of Coupled Human-Robot Systems With Simulation-to-Real Autoregressive Neural Networks

RA-L 2023

This letter describes the use of a simulation-to-real training pipeline using autoregressive neural networks (MIntNet) for coupled-human robot motion intention prediction. Using only general prior knowledge about the interaction task, a large simulation dataset was generated and used to train a mult

Cited by 4SourceScholar
2022

Entrainment During Human Locomotion Using a Lightweight Soft Robotic Hip Exosuit (SR-HExo)

RA-L 2022

A gait entrainment study was conducted using a lightweight soft robotic hip exosuit (SR-HExo) that can apply perturbations at the hip joint during treadmill walking. Periodic mechanical perturbations were applied by flat fabric Pneumatic Artificial Muscle (ff-PAM) actuators starting at a subject’s p

Cited by 13SourceScholar
2022

Understanding Modulation of Ankle Stiffness During Stance Phase of Walking on Different Ground Surfaces

RA-L 2022

Understanding how human ankle mechanics are modulated when walking on various ground surfaces (e.g., soft and unstable ground surfaces) would help the development of controllers of lower extremity robots (e.g., prostheses and exoskeletons) mimicking human ankle behaviors. With this goal in mind, thi

Cited by 2SourceScholar
2022

User-Adaptive Variable Damping Control Using Bayesian Optimization to Enhance Physical Human-Robot Interaction

RA-L 2022

This letter presents a user-adaptive variable damping controller that enhances the overall performance of coupled human-robot systems in terms of stability, agility, user effort, and energy expenditure during physical human-robot interaction. The controller accounts for impedance properties of the h

Cited by 15SourceScholar
2021

A Soft Robotic Hip Exosuit (SR-HExo) to Assist Hip Flexion and Extension during Human Locomotion

IROS 2021poster

This paper presents the design, fabrication, and preliminary results of a soft hip exosuit to assist hip flexion and extension during walking. The exosuit uses soft and compliant materials to create a wearable robot that has a low profile, low mass, and is highly flexible to freely move with the use…

Cited by 14SourceScholar
2021

Human Arm Stability in Relation to Damping-Defined Mechanical Environments in Physical Interaction with a Robotic Arm

ICRA 2021poster

This paper presents an experimental study that investigated how humans interact with viscous, damping-defined mechanical environments and quantified the lower bounds of robotic damping that they can stably interact with. Human subjects performed posture maintenance tasks for different arm postures w…

Cited by 4SourceScholar
2021

Validation of a Novel Parallel-Actuated Shoulder Exoskeleton Robot for the Characterization of Human Shoulder Impedance

ICRA 2021poster

This study validates the effectiveness of a recently developed parallel-actuated shoulder exoskeleton robot for the purpose of characterizing the neuromuscular properties of the human shoulder joint. In particular, shoulder mechanical impedance was quantified, which can be represented by a 2nd order…

Cited by 5SourceScholar
2021

Variable Impedance Control for pHRI: Impact on Stability, Agility, and Human Effort in Controlling a Wearable Ankle Robot

RA-L 2021

This letter introduces a variable impedance controller which dynamically modulates both its damping and stiffness to improve the trade-off between stability and agility in coupled human-robot systems and reduce the human user's effort. The controller applies a range of robotic damping from negative

Cited by 16SourceScholar
2020

Design and Validation of a Soft Robotic Ankle-Foot Orthosis (SR-AFO) Exosuit for Inversion and Eversion Ankle Support

ICRA 2020poster

This paper presents a soft robotic ankle-foot orthosis (SR-AFO) exosuit designed to provide support to the human ankle in the frontal plane without restricting natural motion in the sagittal plane. The SR-AFO exosuit incorporates inflatable fabric-based actuators with a hollow cylinder design which…

Cited by 23SourceScholar
2020

Regulation of 2D Arm Stability Against Unstable, Damping-Defined Environments in Physical Human-Robot Interaction

IROS 2020poster

This paper presents an experimental study to investigate how humans interact with a robotic arm simulating primarily unstable, damping-defined, mechanical environments, and to quantify lower bounds of robotic damping that humans can stably interact with. Human subjects performed posture maintenance…

Cited by 4SourceScholar
2020

The Multi-material Actuator for Variable Stiffness (MAVS): Design, Modeling, and Characterization of a Soft Actuator for Lateral Ankle Support

IROS 2020poster

This paper presents the design of the Multi-material Actuator for Variable Stiffness (MAVS), which consists of an inflatable soft fabric actuator fixed between two layers of rigid retainer pieces. The MAVS is designed to be integrated with a soft robotic ankle-foot orthosis (SR-AFO) exosuit to aid i…

Cited by 5SourceScholar
2020

Variable Damping Control of a Robotic Arm to Improve Trade-off between Agility and Stability and Reduce User Effort

ICRA 2020poster

This paper presents a variable damping controller to improve the trade-off between agility and stability in physical human-robot interaction (pHRI), while reducing user effort. Variable robotic damping, defined as a dual-sided logistic function, was determined in real time throughout a range of nega…

Cited by 16SourceScholar
2019

Development of a Low Inertia Parallel Actuated Shoulder Exoskeleton Robot for the Characterization of Neuromuscular Property during Static Posture and Dynamic Movement

ICRA 2019poster

The purpose of this work is to introduce a newly developed exoskeleton robot designed to characterize the neuromuscular properties of the shoulder, including intrinsic and reflexive mechanisms, during static posture and dynamic movement in a 3-dimensional space. Quantitative characterization of thes…

Cited by 15SourceScholar
2019

Variable Damping Control of the Robotic Ankle Joint to Improve Trade-off between Performance and Stability

ICRA 2019poster

This paper presents a variable damping control strategy to improve trade-off between agility/performance and stability in the control of the ankle exoskeleton robot. Depending on the user's intent of movement, the proposed variable damping controller determines the robotic ankle damping from negativ…

Cited by 16SourceScholar
2018

Optimizing Stiffness of a Novel Parallel-Actuated Robotic Shoulder Exoskeleton for a Desired Task or Workspace

ICRA 2018poster

The purpose of this work is to optimize the stiffness of a novel parallel-actuated robotic exoskeleton designed to offer a large workspace. This is done in an effort to help provide a solution to the issue wearable parallel actuated robots face regarding a tradeoff between stiffness and workspace. P…

Cited by 7SourceScholar
2017

Design and validation of a multi-axis robotic platform for the characterization of ankle neuromechanics

ICRA 2017poster

This paper presents a novel multi-axis robotic platform for the characterization of two important neuromuscular properties of the human ankle: mechanical impedance and reflex responses. The platform is capable of producing highly accurate position perturbations up to an angular speed of 200°/s and e…

Cited by 17SourceScholar