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Sang Hoon Kang

Ulsan National Institute of Science and Technology · Engineering

About the Lab

Professor Sang Hoon Kang's research lab specializes in intelligent control systems and biomedical engineering, with a focus on developing advanced control methodologies for robotic systems and human motion analysis. The lab investigates real-time biofeedback systems for rehabilitation, particularly using wearable sensors and motion analysis to support patients with knee osteoarthritis. Key research directions include impedance control with enhanced robustness, non-invasive monitoring of joint kinetics, and the application of time-delay estimation and internal model control in mechatronic systems. The lab also explores membrane separation technologies for bioprocessing applications, such as the recovery of valuable compounds from fermentation broths.

robotic controlknee osteoarthritisreal-time biofeedbackimpedance controlnanofiltration

Research Overview

Papers
368
Total Citations
1,578
Papers (5y)
17
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
17total
2022
2023
2024
2025
2026
Citations per year (5y)
66total
20222023202420252026

Selected Papers

15
1
Article|119 citations·2009
A Solution to the Accuracy/Robustness Dilemma in Impedance Control
Sang Hoon Kang, Maolin Jin, Pyung Hun Chang
SJR Q1IEEE/ASME Transactions on Mechatronics

<para xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> It has been reported that, in impedance control, there exists a dilemma between impedance accuracy and robustness against modeling error. As a solution to this dilemma, an accurate and robust impedance control technique is developed based on internal model control structure and time-delay estimation: the former injects desired impedance and corrects modeling error, the latter estimates and compensate

Control and Systems EngineeringEngineering
2
Review|45 citations·2023
A Review on Robust Control of Robot Manipulators for Future Manufacturing
Jeongwoo Son, Hyunah Kang, Sang Hoon Kang
SJR Q2International Journal of Precision Engineering and Manufacturing
Control and Systems EngineeringEngineering
3
Article|35 citations·2011
Complications in endoscopic-assisted open reduction and internal fixation of mandibular condyle fractures
Sang Hoon Kang, Eun Joo Choi, Hyunwoo Kim, Hyung Jun Kim, In–Ho Cha, Woong Nam
SJR Q2Oral Surgery Oral Medicine Oral Pathology and Oral Radiology
SurgeryMedicine
4
letter|24 citations·2008
Double continuous radial forearm flap for the reconstruction of full-thickness buccal cheek defect
Sang Hoon Kang, Woong Nam, In–Ho Cha, Hyung Jun Kim
SJR Q1Journal of Plastic Reconstructive & Aesthetic SurgeryOA
SurgeryMedicine
5
Article|22 citations·2004
Recovery of Ammonium Lactate and Removal of Hardness from Fermentation Broth by Nanofiltration
Sang Hoon Kang, Yong Keun Chang, Ho Nam Chang
SJR Q2Biotechnology Progress

Nanofiltration (NF) was investigated as an alternative to desalting electrodialysis (ED) and ion exchange for the recovery of ammonium lactate from fermentation broth. Three commercial NF membranes, NF45, NF70, and NTR-729HF, were characterized with 50 mM NaCl, MgSO(4), and glucose solutions. NF45 membrane was selected because it showed the lowest rejection of monovalent ion, the highest rejection of divalent ion, and the highest rejection of nonpolar molecule. Effects of the operating pressure

Biomedical EngineeringEngineering
6
Article|20 citations·2010
Stochastic estimation of human arm impedance under nonlinear friction in robot joints: A model study
Pyung Hun Chang, Sang Hoon Kang
SJR Q3Journal of Neuroscience Methods
Biomedical EngineeringEngineering
7
Article|19 citations·2019
Real-Time Three-Dimensional Knee Moment Estimation in Knee Osteoarthritis: Toward Biodynamic Knee Osteoarthritis Evaluation and Training
Sang Hoon Kang, Song Joo Lee, Joel M. Press, Li‐Qun Zhang
SJR Q1IEEE Transactions on Neural Systems and Rehabilitation EngineeringOA

We investigated differences in knee kinetic variables (external knee adduction, flexion, internal rotation moments, and impulses) between patients with knee osteoarthritis (KOA) and healthy controls during stepping on a custom elliptical trainer; and searched knee kinetic variable candidates for real-time biofeedback and for complementing diagnosis/evaluation on the elliptical trainer based on the knee kinetic variables' associations with the knee injury and osteoarthritis outcome score (KOOS).

RheumatologyMedicine
8
Article|18 citations·2014
Accuracy Assessment of Image-Based Surface Meshing for Volumetric Computed Tomography Images in the Craniofacial Region
Sang Hoon Kang, Moon-Key Kim, Hak‐Jin Kim, Zhengguo Piao, Sang-Hwy Lee
SJR Q2Journal of Craniofacial SurgeryOA

We found that all 4 software packages showed reasonably good meshing accuracies for clinical use. However, the range of errors inherent in the CT-image-based meshing process demands that caution should be taken in selecting and manipulating the software to avoid potential errors in specific clinical applications.

Biomedical EngineeringEngineering
9
Article|12 citations·2013
Real-Time Knee Adduction Moment Feedback Training Using an Elliptical Trainer
Sang Hoon Kang, Song Joo Lee, Yupeng Ren, Li‐Qun Zhang
SJR Q1IEEE Transactions on Neural Systems and Rehabilitation Engineering

The external knee adduction moment (EKAM) is associated with knee osteoarthritis (OA) in many aspects including presence, progression, and severity of knee OA. Despite of its importance, there is a lack of EKAM estimation methods that can provide patients with knee OA real-time EKAM biofeedback for training and clinical evaluations without using a motion analysis laboratory. A practical real-time EKAM estimation method, which utilizes kinematics measured by a simple six degree-of-freedom goniome

RheumatologyMedicine
10
Article|11 citations·2017
Automatic Gain Tuning for Robust PID Control Using Time-Delay Control
Maolin Jin, Jun Young Lee, Pyung‐Hun Chang, Min-Gyu Kim, Sang Hoon Kang
IFAC-PapersOnLineOA

Auto-tuning of robust PID Control is presented. To this end, we propose the equivalence condition between the modified TDC using sliding mode concept and the PID controller in a discrete-time domain. To realize auto-tuning of the PID control gains, we have synergistically combined the sliding mode concept and adaptive control. The desired error dynamics is described by using sliding mode concept, and the adaptive gain dynamics is proposed using the sliding variable. A leakage term is used for th

Control and Systems EngineeringEngineering
11
Article|11 citations·2008
An IMC based enhancement of accuracy and robustness of impedance control
Sang Hoon Kang, Maolin Jin, Pyung Hun Chang

An accurate and robust impedance control technique is developed based on internal model control structure and time-delay estimation: the former injects desired impedance and corrects dynamics estimation error; the latter estimates and compensates the nonlinear dynamics of robot manipulators. Owing to the simple structure, the proposed control is designed without requiring entire dynamics computation or complex algorithms. The accuracy and robustness of the proposed control are verified using a t

Control and Systems EngineeringEngineering
12
Article|10 citations·2013
Real-time tracking of knee adduction moment in patients with knee osteoarthritis
Sang Hoon Kang, Song Joo Lee, Li‐Qun Zhang
SJR Q3Journal of Neuroscience Methods
RheumatologyMedicine
13
Article|8 citations·2021
A robust control of robot manipulators for physical interaction: stability analysis for the interaction with unknown environments
Seongil Hwang, Sang Hyun Park, Maolin Jin, Sang Hoon Kang
SJR Q1Intelligent Service Robotics
Control and Systems EngineeringEngineering
14
Article|7 citations·2025
Simultaneous H2/N2 and CO2/N2 separation with dual-functional branched amine-modulated ZIF-8-based thin-film composite mixed matrix membranes
Sang Hoon Kang, Hye Jeong Son, So Youn Lee, Woochul Song, Won Seok Chi, Miso Kang, Seung Eun Nam, Jong Hak Kim, Chang‐Soo Lee
SJR Q1Separation and Purification Technology
Mechanical EngineeringEngineering
15
Article|5 citations·2005
Nonlinear bang-bang impact control for free space, impact and constrained motion: multi-DOF case
Sang Hoon Kang, Maolin Jin, Pyung Hun Chang, Eunjeong Lee

This paper presents stability analysis and experimental results of the nonlinear bang-bang impact controller for multi-degree of freedom robot manipulators. Stability conditions have been derived based on the analysis in L/sub /spl infin// /sup n/ space and their physical interpretation has been given. The analysis shows that the stability of nonlinear bang-bang impact control depends on sampling time and the accuracy of inertia estimation. Stability is enhanced with the decrease of changes in t

Control and Systems EngineeringEngineering

Research Areas

Aerospace EngineeringCivil and Structural EngineeringControl and Systems EngineeringEconomics and EconometricsBiomedical EngineeringMechanical Engineering

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