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김민준 교수

Minjun Kim

KAIST 반도체시스템공학과 · 공학

연구실 소개

김민준 교수의 연구실은 로봇 제어 분야에서 높은 안정성과 강인성을 확보하기 위한 혁신적 제어 기법을 연구하고 있습니다. 주로 유연한 관절을 갖춘 로봇, 공중에서의 매니퓰레이션, 그리고 인간-로봇 상호작용을 위한 비선형 제어 이론을 중심으로 연구를 전개하고 있으며, 특히 강인 제어, 외란 관측기, 패assivity 기반 제어 기법을 응용하여 실제 시스템에서의 안정성과 성능 향상을 추구합니다. 다양한 로봇 시스템(공중 매니퓰레이터, 상하지 보조 로봇, 시리즈 탄성 액추에이터 등)에 적용 가능한 통합 제어 프레임워크 개발에 주력하고 있습니다.

간접 제어외란 관측기패assing성 기반 제어공중 매니퓰레이션유연 관절 로봇

연구 현황

논문 수
62
총 인용 수
715
최근 5년 논문
24
주요 분야
공학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
24총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
96총합
20212022202320242025

주요 논문

15
1
논문|인용수 133·2015
Disturbance-Observer-Based PD Control of Flexible Joint Robots for Asymptotic Convergence
Min Jun Kim, Wan Kyun Chung
SJR Q1IEEE Transactions on Robotics

This paper proposes a robust PD control scheme for flexible-joint robots based on a disturbance observer (DOB). In this paper, the DOB is applied only to the motor-side dynamics of the robot, and the uncertainties on the motor-side are successfully eliminated. It is shown that the proposed DOB-based approach guarantees global asymptotic stability. To this end, two special treatments are required. First, unlike the typical configuration of the DOB, nominal states of the motor-side are fed back to

Control and Systems EngineeringEngineering
2
preprint|인용수 68·2019
Development of SAM: cable-Suspended Aerial Manipulator
Yuri S. Sarkisov, Min Jun Kim, Davide Bicego, Dzmitry Tsetserukou, Christian Ott, Antonio Franchi, Konstantin Kondak
elib (German Aerospace Center)

High risk of a collision between rotor blades and the obstacles in a complex environment imposes restrictions on the aerial manipulators. To solve this issue, a novel system cable-Suspended Aerial Manipulator (SAM) is presented in this paper. Instead of attaching a robotic manipulator directly to an aerial carrier, it is mounted on an active platform which is suspended on the carrier by means of a cable. As a result, higher safety can be achieved because the aerial carrier can keep a distance fr

Computer Vision and Pattern RecognitionComputer Science
3
논문|인용수 58·2015
Bringing Nonlinear <inline-formula><tex-math notation="LaTeX"> H_ </tex-math> </inline-formula> Optimality to Robot Controllers
Min Jun Kim, Youngjin Choi, Wan Kyun Chung
SJR Q1IEEE Transactions on Robotics

This paper proposes a framework called nonlinear robust internal-loop compensator that enables us to bring nonlinear H <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</sub> optimality to robot controllers in a unified and simple way. Using the framework, a controller designed for the nominal plant can achieve additional robustness by simply adding PID-type auxiliary input to the original control law. Robust performance is guaranteed by the nonline

Control and Systems EngineeringEngineering
4
논문|인용수 53·2018
A Stabilizing Controller for Regulation of UAV With Manipulator
Min Jun Kim, Konstantin Kondak, Christian Ott
SJR Q1IEEE Robotics and Automation Letters

Stability is not trivial in aerial manipulation tasks because of the dynamical coupling between the aerial vehicle and the manipulator. This is especially true when the manipulator becomes heavy, so that its dynamics can be significant. In this letter, a stabilizing controller for the regulation of overall system will be designed without using any assumptions on the dynamic model. In addition, thorough discussion with simulation validation is presented.

Control and Systems EngineeringEngineering
5
논문|인용수 47·2019
A Passivity-Based Nonlinear Admittance Control With Application to Powered Upper-Limb Control Under Unknown Environmental Interactions
Min Jun Kim, Woongyong Lee, Jae Yeon Choi, Goobong Chung, Kyung-Lyong Han, Il Seop Choi, Christian Ott, Wan Kyun Chung
SJR Q1IEEE/ASME Transactions on Mechatronics

This paper presents an admittance controller based on the passivity theory for a powered upper-limb exoskeleton robot, which is governed by the nonlinear equation of motion. Passivity allows us to include a human operator and environmental interaction in the control loop. The robot interacts with the human operator via force/torque (F/T) sensor and interacts with the environment mainly via end-effectors. Although the environmental interaction cannot be detected by any sensors (hence unknown), pa

Biomedical EngineeringEngineering
6
논문|인용수 31·2017
Enhancing joint torque control of series elastic actuators with physical damping
Min Jun Kim, A. Werner, Florian Loeffl, Christian Ott

This paper presents that the joint torque control capability can be enhanced by adding physical damper to a series elastic actuator (SEA). Joint torque tracking of standard SEA has known limitations that the torque dynamics has an relative order of two, and, as a consequence, the torque controller often requires acceleration feedback when the desired torque is defined by a function of velocity (for example, compliance control). This limitation can be removed by introducing physical damping, redu

Biomedical EngineeringEngineering
7
논문|인용수 25·2021
Passive Impedance Control of Robots With Viscoelastic Joints Via Inner-Loop Torque Control
Min Jun Kim, A. Werner, Florian Loeffl, Christian Ott
SJR Q1IEEE Transactions on Robotics

This article presents passive impedance control of flexible joint robots (FJRs) via inner-loop torque control of elastic joints. However, according to our theoretical analysis, the torque control methods of series elastic actuators (SEAs) are often limited by the fact that the acceleration signals are amplified by the control gains. Since the acceleration signals are often affected by differentiation noise, the analysis may become invalid in practice. To alleviate this limitation, we propose the

Biomedical EngineeringEngineering
8
논문|인용수 21·2014
Robust control of flexible joint robots based on motor-side dynamics reshaping using disturbance observer (DOB)
Min Jun Kim, Wan Kyun Chung

This paper proposes a robust control scheme based on a disturbance observer (DOB) for flexible joint robots. In this paper, the DOB is applied only on the motor-side dynamics of the robot, and the uncertainties on the motor-side are successfully eliminated. It is shown that, to guarantee the stability, the estimated motor-side position should be fed back into the controller, which is different from usual setup of the DOB. The experiments/simulations show that the estimated signal feedback indeed

Mechanical EngineeringEngineering
9
논문|인용수 21·2018
Passive Compliance Control of Aerial Manipulators
Min Jun Kim, Ribin Balachandran, Marco De Stefano, Konstantin Kondak, Christian Ott

This paper presents a passive compliance control for aerial manipulators to achieve stable environmental interactions. The main challenge is the absence of actuation along body-planar directions of the aerial vehicle which might be required during the interaction to preserve passivity. The controller proposed in this paper guarantees passivity of the manipulator through a proper choice of end-effector coordinates, and that of vehicle fuselage is guaranteed by exploiting time domain passivity tec

Mechanical EngineeringEngineering
10
논문|인용수 20·2014
Design of a momentum-based disturbance observer for rigid and flexible joint robots
Min Jun Kim, Young Jin Park, Wan Kyun Chung
SJR Q1Intelligent Service Robotics
Control and Systems EngineeringEngineering
11
논문|인용수 16·2016
A passivity-based admittance control design using feedback interconnections
Min Jun Kim, Woongyong Lee, Christian Ott, Wan Kyun Chung

Admittance control is a well-established and popular control strategy in modern robotics. However, the standard admittance controller has several limitations. First, the passivity can be guaranteed by finding a set of control parameters that makes the admittance function positive real. However, this approach cannot be applied to multi degrees-of-freedom robot because it requires transfer function analysis. Second, standard admittance controller is not suitable when the system is exposed to unexp

Mechanical EngineeringEngineering
12
논문|인용수 16·2018
Oscillation Damping Control of Pendulum-like Manipulation Platform using Moving Masses
Min Jun Kim, Jianjie Lin, Konstantin Kondak, Dongheui Lee, Christian Ott
IFAC-PapersOnLineOA

This paper presents an approach to damp out the oscillatory motion of the pendulum-like hanging platform on which a robotic manipulator is mounted. To this end, moving masses were installed on top of the platform. In this paper, asymptotic stability of the platform (which implies oscillation damping) is achieved by designing reference acceleration of the moving masses properly. A main feature of this work is that we can achieve asymptotic stability of not only the platform, but also the moving m

Control and Systems EngineeringEngineering
13
논문|인용수 9·2016
Powered upper-limb control using passivity-based nonlinear disturbance observer for unknown payload carrying applications
Min Jun Kim, Woongyong Lee, Jae Yeon Choi, Yong Sik Park, Sung Ho Park, Goobong Chung, Kyung-Lyong Han, Il Seop Choi, Il Hong Suh, Youngjin Choi, Wan Kyun Chung

This paper proposes a passivity-based nonlinear disturbance observer (DOB) design for a powered upper-limb robot control. The proposed DOB allows for the nonlinearities of the robot dynamics, whereas the typical DOB designs cannot. Moreover, by virtue of the passivity property, human operator and environmental interactions can be embedded in the control loop. As a DOB, the proposed approach has a disturbance observation property that makes the actual robot behave like a nominal model selected by

Mechanical EngineeringEngineering
14
논문|인용수 6·2012
Nonlinear robust internal loop compensator for robust control of robotic manipulators
Min Jun Kim, Seongsik Park, Wan Kyun Chung

Robustness is a very classical issue in the robotics field. Disturbance observer (DOB) can be a good choice to improve the robustness of the system. It is easy to implement and shows successful results. DOB, however, cannot bring nonlinearity of the system into the formulation. To overcome this problem, nonlinear robust internal loop compensator (NRIC) is proposed in this paper. NRIC is attached to a existing controller and improves robustness of the system like DOB. NRIC makes an auxiliary inpu

Control and Systems EngineeringEngineering
15
논문|인용수 5·2013
Design of nonlinear H<inf>&#x221E;</inf> optimal impedance controllers
Min Jun Kim, Wan Kyun Chung

In this paper, nonlinear H <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</sub> optimal design of impedance controllers is proposed based on the nonlinear robust internal-loop compensator (NRIC) framework. Simply adding PD-type auxiliary input to the original control law, the robust performance and the robust stability are achieved. Nonlinear H <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</sub>

Control and Systems EngineeringEngineering

대표 연구 분야

Control and Systems EngineeringMechanical EngineeringComputer Vision and Pattern RecognitionBiomedical EngineeringMechanics of MaterialsElectrical and Electronic Engineering

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