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Kwang Hyun Cho

Korea Advanced Institute of Science and Technology · Engineering

About the Lab

Professor Kwang Hyun Cho's research lab specializes in advanced control systems and biomedical diagnostics, with a strong focus on intelligent motion control in mechatronic systems and the application of molecular markers in dermatological pathology. The lab develops innovative control strategies—such as adaptive disturbance observers and sliding mode control—for improving the performance and reliability of electromechanical systems, particularly in linear motor-driven applications and vehicle safety systems like ABS and TCS. In parallel, the lab conducts translational research in immunohistochemistry, investigating S-100 protein subunits as diagnostic indicators in melanocytic skin lesions. These interdisciplinary efforts reflect a dual focus on high-precision engineering control and molecular diagnostics in clinical pathology.

motion controldisturbance observermelanoma diagnosticsS-100 proteinvehicle safety systems

Research Overview

Papers
43
Total Citations
471
Papers (5y)
9
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
9total
2021
2022
2024
2025
2026
Citations per year (5y)
32total
20212022202420252026

Selected Papers

15
1
Article|146 citations·2014
A High-Precision Motion Control Based on a Periodic Adaptive Disturbance Observer in a PMLSM
Kwanghyun Cho, Jonghwa Kim, Seibum B. Choi, Sehoon Oh
SJR Q1IEEE/ASME Transactions on Mechatronics

This paper presents a novel disturbance compensation scheme to attenuate periodic disturbances on repetitive motion using permanent magnet linear synchronous motors (PMLSMs), and this scheme is called the periodical adaptive disturbance observer. The scheme is based on assumptions that all measured states and disturbances are periodic and repetitive when the tasks executed by PMLSM motion systems have periodic and repetitive characteristics. In the proposed control scheme, a lumped disturbance i

Control and Systems EngineeringEngineering
2
Article|39 citations·2007
Least-squares methods for identifying biochemical regulatory networks from noisy measurements
Jongrae Kim, Declan G. Bates, Ian Postlethwaite, J. S. Heslop‐Harrison, Kwanghyun Cho
SJR Q1BMC BioinformaticsOA

BACKGROUND: We consider the problem of identifying the dynamic interactions in biochemical networks from noisy experimental data. Typically, approaches for solving this problem make use of an estimation algorithm such as the well-known linear Least-Squares (LS) estimation technique. We demonstrate that when time-series measurements are corrupted by white noise and/or drift noise, more accurate and reliable identification of network interactions can be achieved by employing an estimation algorith

Molecular BiologyBiochemistry, Genetics and Molecular Biology
3
Article|33 citations·2011
Design of an Airbag Deployment Algorithm Based on Precrash Information
Kwanghyun Cho, Seibum B. Choi, Hyeongcheol Lee
SJR Q1IEEE Transactions on Vehicular Technology

Airbag systems have become an essential safety device for guaranteeing the physical well-being of drivers and their passengers. Unlike other safety devices, airbags are used as the last resort in a collision, and because they are directly linked to the life of the driver and passengers, the proper functioning of the system is an issue of paramount importance. Hence, to ensure the precision and reliability of airbag operation, it is necessary to design a robust crash algorithm. Currently, several

Automotive EngineeringEngineering
4
Article|16 citations·1996
Failure Diagnosis and Fault Tolerant Supervisory Control System
Kwanghyun Cho, Jong‐Tae Lim
SJR Q3IEICE Transactions on Information and Systems
Control and Systems EngineeringEngineering
5
Article|15 citations·2016
Periodic learning disturbance observer based precision motion control in PMLSM motion systems considering long-term instability problem
Kwanghyun Cho, Kanghyun Nam
SJR Q2International Journal of Precision Engineering and Manufacturing
Control and Systems EngineeringEngineering
6
Article|14 citations·2012
The integrated vehicle longitudinal control system for ABS and TCS
Kwanghyun Cho, Jinsung Kim, Seibum B. Choi

This paper proposes the vehicle longitudinal controller for the Anti-lock Braking System(ABS) and Traction Control System(TCS). The sliding mode control scheme without a sign function is used to design a controller. Instead of a sign function, the adaptation mechanism is used to reduce the actuator chattering as a problem of the sliding mode control. The proposed systems use the equivalent model from engine to wheel to control the brake and engine actuator. Using the integrated logic frame, it r

Automotive EngineeringEngineering
7
Article|12 citations·2020
Vehicle Side-Slip Angle Estimation of Ground Vehicles Based on a Lateral Acceleration Compensation
Kwanghyun Cho, Hyunwoo Son, Yafei Wang, Kanghyun Nam, Seibum B. Choi
SJR Q1IEEE AccessOA

For vehicle stability control system to function properly under a variety of changing road conditions and driver's inputs, precise estimations of vehicle states are necessarily required. In particular, information on the side-slip angle is critical to vehicle handling and safety control. Since commercial sensors measuring the side-slip angle are not cost effective, estimation methods that use available sensor measurements and vehicle dynamics models are necessarily required. This paper proposes

Automotive EngineeringEngineering
8
Article|10 citations·2021
Robust Periodic Adaptive Disturbance Observer Based Control Considering Long-Term Instability Problems for High-Load Motion Systems
Kwanghyun Cho, Kanghyun Nam
SJR Q1IEEE Transactions on Industrial Electronics

This study investigates the long-term instability problem of periodic-feedback-loop-based control schemes such as repetitive control, periodic adaptive disturbance observer (PADOB), and iterative learning control. The long-term instability problem is the one wherein a closed-loop system becomes unstable because a tracking error diverges with the increase in the number of iterations. A novel robust PADOB is proposed in this article to guarantee the long-term stability of the closed-loop system. T

Control and Systems EngineeringEngineering
9
Article|9 citations·2024
Run-indexed time-varying Bayesian optimization with positional encoding for auto-tuning of controllers: Application to a plasma-assisted deposition process with run-to-run drifts
Kwanghyun Cho, Ketong Shao, Ali Mesbah
SJR Q1Computers & Chemical Engineering
Control and Systems EngineeringEngineering
10
Article|8 citations·2010
A pre-crash discrimination system for an airbag deployment algorithm
Kwanghyun Cho, Seung‐Bok Choi, Kyung‐Jae Shin, Yousik Yun

The airbag system has been a standard safety equipment for vehicles and it is efficient for enhancing the safety of a driver and passengers from crash. However, inadvertent injuries have been caused by airbag deployment in a rough and uncertain temporal interval. In this paper, a pre-crash discrimination system is proposed to prevent airbag deployment from malfunction. The system consists of a radar sensor of ACC system and vehicle state sensors of VDC system. The pre-crash information includes

Automotive EngineeringEngineering
11
Article|6 citations·2010
Lateral acceleration compensation of a vehicle based on roll angle estimation
Kwanghyun Cho, Hyunwoo Son, Seibum B. Choi, Sukchang Kang

This paper demonstrates a method for compensating the gravity component of the lateral acceleration through the estimation of the roll angle. The lateral acceleration has a direct influence on the road disturbance and suspension motion by driver's steering input. It is difficult to differenciate the bias(gravity component) induced by the road bank disturbance and suspension motion from the actual lateral acceleration measured by a sensor. Although the roll rate sensor can estimate the roll angle

Automotive EngineeringEngineering
12
Article|4 citations·2020
System Identification Method Based on a Disturbance Observer Using Symmetric Reference Trajectories in PMLSM-Based Motion Systems
Kwanghyun Cho, Kanghyun Nam
SJR Q1IEEE AccessOA

This study is concerned with the problem of system identification for permanent magnet linear synchronous motor(PMLSM) based motion systems with disturbances such as parametric uncertainty, friction force, and force ripple. In order to identify the disturbances, a novel system identification method is proposed. The main idea of the proposed scheme is to separate and identify each element from a lumped disturbance by using even and odd characteristics of the state-dependent disturbances. The lump

Control and Systems EngineeringEngineering
13
Article|3 citations·2012
Precision motion control based on a periodic adaptive disturbance observer
Kwanghyun Cho, Heeram Park, Seibum B. Choi, Sehoon Oh

This paper proposes a periodic adaptive disturbance observer (PADOB) for a precision position control of a PMLSM (Permanent Magnet Linear Synchronous Motor), which is based on a periodic adaptive learning control(PALC). It updates the output of a classical linear DOB to compensate modeling errors between a nominal plant and actual plant and external disturbance forces such as the friction and detent force. Therefore, it can improve problems occured by inaccurate parameters of the nominal plant a

Control and Systems EngineeringEngineering
14
Article|3 citations·2020
A High–Precision Motion Control Based on a Multi-Rate Periodic Adaptive Disturbance Observer of a Linear Actuator for High Load Systems
Kwanghyun Cho, Kanghyun Nam
SJR Q1IEEE AccessOA

This study is concerned with the problem of compensating for periodic disturbances under repetitive motion conditions. In order to achieve high precision positioning for high load systems with periodic disturbances, a practical motion control scheme based on a multi-rate periodic adaptive disturbance observer (MPADOB) is proposed. Nonlinear disturbances such as the force ripple, friction force, and cable tension force occur when linear actuators for high load systems are used on linear motors wi

Control and Systems EngineeringEngineering
15
Article|2 citations·2012
Periodic adaptive disturbance observer for a Permanent Magnet Linear Synchronous Motor
Kwanghyun Cho, Jinsung Kim, Heeram Park, Seibum B. Choi

This paper proposes a periodic adaptive disturbance observer (PADOB) to control a PMLSM (Permanent Magnet Linear Synchronous Motor). The PADOB consists of a classical linear DOB and an adaptive mechanism which has been known as the periodic adaptive learning control (PALC). The key idea is to compensate parametric errors between the actual plant and the nominal model of DOB and disturbance forces such as the friction and detent force. The PADOB can improve the instability problem occurred by upd

Control and Systems EngineeringEngineering

Research Areas

Control and Systems EngineeringAutomotive EngineeringMechanical EngineeringComputer Networks and CommunicationsElectrical and Electronic EngineeringHardware and Architecture

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