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Taehui Lee

Hanyang University · Engineering

About the Lab

Professor Taehui Lee's research lab specializes in stability analysis and control of dynamic systems, with a strong focus on sampled-data systems, neural networks with time-varying delays, and fuzzy-model-based control of chaotic systems. The lab develops advanced Lyapunov-based methods—particularly time-dependent discontinuous and free-matrix-based integral inequalities—to derive less conservative and more computationally efficient stability and performance criteria. Research also extends to biomedical applications, such as understanding autocrine survival mechanisms in cancer cells, particularly involving VEGF and VEGFR1 signaling. The lab emphasizes theoretical innovation combined with practical validation through numerical examples and real-world system modeling.

sampled-data controlLyapunov functionaltime-delay systemsfuzzy systemsstability analysis

Research Overview

Papers
472
Total Citations
14,482
Papers (5y)
50
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
50total
2022
2023
2024
2025
2026
Citations per year (5y)
336total
20222023202420252026

Selected Papers

15
1
Article|665 citations·1992
Measuring novelty seeking in tourism
Tae-Hee Lee, John L. Crompton
SJR Q1Annals of Tourism Research
Sociology and Political ScienceSocial Sciences
2
Article|272 citations·2017
Stability Analysis of Sampled-Data Systems via Free-Matrix-Based Time-Dependent Discontinuous Lyapunov Approach
Tae-Hee Lee, Ju H. Park
SJR Q1IEEE Transactions on Automatic Control

In this paper, a new time-dependent discontinuous Lyapunov functional, namely, free-matrix-based time-dependent discontinuous (FMBTDD) Lyapunov functional is introduced for stability analysis of sampled-data systems. First, a modified free-matrix-based integral inequality (MFMBII) is derived based on the existing free-matrix-based integral inequality [1] and it is applied to develop a stability criterion for sampled-data systems. And then, inspired by MFMBII, FMBTDD term is established that lead

Control and Systems EngineeringEngineering
3
Article|264 citations·2007
Vascular Endothelial Growth Factor Mediates Intracrine Survival in Human Breast Carcinoma Cells through Internally Expressed VEGFR1/FLT1
Tae-Hee Lee, Seyha Seng, Masayuki Sekine, Cimona V. Hinton, Yigong Fu, Hava Avraham, Shalom Avraham
SJR Q1PLoS MedicineOA

This study provides, to our knowledge for the first time, evidence of a unique survival system in breast cancer cells by which VEGF can act as an internal autocrine (intracrine) survival factor through its binding to VEGFR1. These results may lead to an improved strategy for tumor therapy based on the inhibition of angiogenesis.

Molecular BiologyBiochemistry, Genetics and Molecular Biology
4
Article|257 citations·2016
Relaxed conditions for stability of time-varying delay systems
Tae-Hee Lee, Ju H. Park, Shengyuan Xu
SJR Q1Automatica
Control and Systems EngineeringEngineering
5
Article|246 citations·2017
A novel Lyapunov functional for stability of time-varying delay systems via matrix-refined-function
Tae-Hee Lee, Ju H. Park
SJR Q1Automatica
Control and Systems EngineeringEngineering
6
Article|191 citations·2016
Improved criteria for sampled-data synchronization of chaotic Lur’e systems using two new approaches
Tae-Hee Lee, Ju H. Park
SJR Q1Nonlinear Analysis Hybrid SystemsOA
Statistical and Nonlinear PhysicsPhysics and Astronomy
7
Article|184 citations·2014
Extended Dissipative Analysis for Neural Networks With Time-Varying Delays
Tae-Hee Lee, Myeongjin Park, Ju H. Park, Oh-Min Kwon, Sangmoon Lee
SJR Q1IEEE Transactions on Neural Networks and Learning Systems

In this brief, an extended dissipativity analysis was conducted for a neural network with time-varying delays. The concept of the extended dissipativity can be used to solve for the H∞, L2-L∞, passive, and dissipative performance by adjusting the weighting matrices in a new performance index. In addition, the activation function dividing method is modified by introducing a tuning parameter. Examples are provided to show the effectiveness and less conservatism of the proposed method.

Computer Networks and CommunicationsComputer Science
8
Article|170 citations·2013
Stochastic sampled-data control for state estimation of time-varying delayed neural networks
Tae-Hee Lee, Ju H. Park, Oh‐Min Kwon, Sangmoon Lee
SJR Q1Neural Networks
Computer Networks and CommunicationsComputer Science
9
Article|168 citations·2012
Synchronization of a complex dynamical network with coupling time-varying delays via sampled-data control
Tae-Hee Lee, Zheng‐Guang Wu, Ju H. Park
SJR Q1Applied Mathematics and ComputationOA
Computer Networks and CommunicationsComputer Science
10
Article|156 citations·2017
New Methods of Fuzzy Sampled-Data Control for Stabilization of Chaotic Systems
Tae-Hee Lee, Ju H. Park
SJR Q1IEEE Transactions on Systems Man and Cybernetics SystemsOA

This paper focuses on developing new design methods of the sampled-data controller for chaotic systems which are represented as Takagi-Sugeno (T-S) fuzzy models. Two novel approaches, sampling-instant-to-present-time fragmentation and free-matrix-based time-dependent discontinuous Lyapunov approach, are proposed for the first time. Based on the two new approaches, the T-S fuzzy sampled-data controller is designed for stabilization of chaotic systems under large sampling period. The superiority o

Statistical and Nonlinear PhysicsPhysics and Astronomy
11
Article|140 citations·2012
Robust synchronisation of chaotic systems with randomly occurring uncertainties via stochastic sampled-data control
Tae-Hee Lee, Ju H. Park, Sangmoon Lee, O.M. Kwon
SJR Q2International Journal of Control

Abstract This article investigates the robust synchronisation problem for uncertain nonlinear chaotic systems. The norm-bounded uncertainties enter into the chaotic systems in random ways, and such randomly occurring uncertainties (ROUs) obey certain Bernoulli distributed white noise sequences. For this synchronisation problem, the sampled-data controller that has randomly varying sampling intervals is considered. In order to fully use the sawtooth structure characteristic of the sampling input

Statistical and Nonlinear PhysicsPhysics and Astronomy
12
Article|134 citations·2017
Stability Analysis of Neural Networks With Time-Varying Delay by Constructing Novel Lyapunov Functionals
Tae-Hee Lee, Hieu Trinh, Ju H. Park
SJR Q1IEEE Transactions on Neural Networks and Learning Systems

This paper presents two novel Lyapunov functionals for analyzing the stability of neural networks with time-varying delay. Based on our newly proposed Lyapunov functionals and a relaxed Wirtinger-based integral inequality, new stability criteria are derived in the form of linear matrix inequalities. A comprehensive comparison of results is given to illustrate the newly proposed stability criteria from both the conservative and computational complexity point of views.

Computer Networks and CommunicationsComputer Science
13
Article|113 citations·2017
A Study on Green Shipping in Major Countries: In the View of Shipyards, Shipping Companies, Ports, and Policies
Tae-Hee Lee, Hyunjeong Nam
SJR Q2The Asian Journal of Shipping and LogisticsOA

The purpose of this study is to define green shipping and eco-friendly vessels and identify the regulations and current market situation regarding eco-friendly vessels in major countries such as Europe, United States, Japan, China and South Korea within the framework of shipping companies, shipyards, ports, and policies. This conceptual study defines and analyzes the current market situation of green shipping based on the previous literatures as well as the cases of each stakeholder in major cou

Environmental EngineeringEnvironmental Science
14
Article|104 citations·2018
Improved stability conditions of time-varying delay systems based on new Lyapunov functionals
Tae-Hee Lee, Ju H. Park
SJR Q1Journal of the Franklin Institute
Control and Systems EngineeringEngineering
15
Article|99 citations·2018
Observer-Based H_ Fault-Tolerant Control for Linear Systems With Sensor and Actuator Faults
Tae-Hee Lee, Chee Peng Lim, Saeid Nahavandi, Rodney G. Roberts
SJR Q1IEEE Systems Journal

In this paper, the design problem of H <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</sub> observer-based fault-tolerant control is considered for three faulty cases: sensor only, actuator only, and both sensor and actuator faults. The observers are designed for estimating both states and faults. To reduce the fault effects on the system, virtual observers are first introduced. Based on the virtual observer, real observers are established becaus

Control and Systems EngineeringEngineering

Research Areas

Control and Systems EngineeringMechanical EngineeringComputer Networks and CommunicationsElectrical and Electronic EngineeringStatistics, Probability and UncertaintyComputational Theory and Mathematics

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