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Yong-Jae Kim

dblp:44/2218 · DBLP profile ↗
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23ranked-venue papers
10as first author
2since 2021 · last 2024
0000-0003-1705-5123ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 19 · 6 first-author · 2 since 2021Systems, architecture and hardware · 17 · 5 first-author · 2 since 2021Applied, interdisciplinary, general and emerging computing · 3 · 3 first-authorHuman-computer interaction and ubiquitous computing · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
6 papers
Legged, aerial and field robots · 53% Robot manipulation · 45% Robot navigation and mapping · 1%
Interdisciplinary, comprehensive, and emerging computing
2 papers
Medical and health informatics · 100%

Topics — the 21 heaviest of 22, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Legged, aerial and field robots › locomotion
dynamic locomotion
0.812024
HyperLeg: Biomechanics-Inspired High-DOF Leg and Toe Mechanism for Highly Dynamic Motions · ICRA 2024
Robotics › Legged, aerial and field robots › legged robots › legged robot locomotion
jumping
0.812024
HyperLeg: Biomechanics-Inspired High-DOF Leg and Toe Mechanism for Highly Dynamic Motions · ICRA 2024
Robotics › Legged, aerial and field robots
legged robots
0.812024
HyperLeg: Biomechanics-Inspired High-DOF Leg and Toe Mechanism for Highly Dynamic Motions · ICRA 2024
Medical and health informatics › surgical robotics
minimally invasive surgery
0.422014
A Stiffness-Adjustable Hyperredundant Manipulator Using a Variable Neutral-Line Mechanism for Minimally Invasive Surgery · IEEE Trans. Robotics 2014
A Novel Layer Jamming Mechanism With Tunable Stiffness Capability for Minimally Invasive Surgery · IEEE Trans. Robotics 2013
Medical and health informatics
surgical robotics
0.422014
A Stiffness-Adjustable Hyperredundant Manipulator Using a Variable Neutral-Line Mechanism for Minimally Invasive Surgery · IEEE Trans. Robotics 2014
A Novel Layer Jamming Mechanism With Tunable Stiffness Capability for Minimally Invasive Surgery · IEEE Trans. Robotics 2013
Robotics › Robot manipulation › cable-driven robot
cable-driven manipulator
0.312017
Anthropomorphic Low-Inertia High-Stiffness Manipulator for High-Speed Safe Interaction · IEEE Trans. Robotics 2017
Robotics › Robot manipulation › robot design
manipulator design
0.312017
Anthropomorphic Low-Inertia High-Stiffness Manipulator for High-Speed Safe Interaction · IEEE Trans. Robotics 2017
Robotics › Robot manipulation › human-robot interaction
safe human-robot interaction
0.312017
Anthropomorphic Low-Inertia High-Stiffness Manipulator for High-Speed Safe Interaction · IEEE Trans. Robotics 2017
Robotics › Robot manipulation
robot design
0.212024
HyperLeg: Biomechanics-Inspired High-DOF Leg and Toe Mechanism for Highly Dynamic Motions · ICRA 2024
Robotics › Robot manipulation › force sensing
contact force sensing
0.212014
RoboRay hand: A highly backdrivable robotic hand with sensorless contact force measurements · ICRA 2014
Robotics › Robot manipulation
grasping
0.212014
RoboRay hand: A highly backdrivable robotic hand with sensorless contact force measurements · ICRA 2014
Robotics › Robot manipulation
robotic hand
0.212014
RoboRay hand: A highly backdrivable robotic hand with sensorless contact force measurements · ICRA 2014
Robotics › Robot manipulation › robot actuation
tendon-driven mechanism
0.212014
RoboRay hand: A highly backdrivable robotic hand with sensorless contact force measurements · ICRA 2014
Internet of things and sensor networks › cyber-physical systems
internet-based teleoperation
0.122002
Internet Control of Personal Robot between KAIST and UC Davis · ICRA 2002
Implementation of Internet-Based Personal Robot with Internet Control Architecture · ICRA 2001
Internet of things and sensor networks › cyber-physical systems
networked robot control
0.122002
Internet Control of Personal Robot between KAIST and UC Davis · ICRA 2002
Implementation of Internet-Based Personal Robot with Internet Control Architecture · ICRA 2001
Robotics › Robot manipulation › actuator design › compliant actuator
backdrivability
0.112014
RoboRay hand: A highly backdrivable robotic hand with sensorless contact force measurements · ICRA 2014
Medical and health informatics › surgical robotics
single port surgery
0.112014
A Stiffness-Adjustable Hyperredundant Manipulator Using a Variable Neutral-Line Mechanism for Minimally Invasive Surgery · IEEE Trans. Robotics 2014
Robotics › Motion planning and robot control
path planning
0.011998
Path Planning and Role Selection Mechanism for Soccer Robots · ICRA 1998
Robotics › Robot navigation and mapping
localization
0.022002
Internet Control of Personal Robot between KAIST and UC Davis · ICRA 2002
Implementation of Internet-Based Personal Robot with Internet Control Architecture · ICRA 2001
Robotics › Robot navigation and mapping › localization
absolute position estimation
0.012002
Internet Control of Personal Robot between KAIST and UC Davis · ICRA 2002
Knowledge, reasoning and agents › Multi-agent systems › multi-robot systems
robot soccer
0.011998
Path Planning and Role Selection Mechanism for Soccer Robots · ICRA 1998

Methods — techniques the papers use, named apart from their topics

linkage mechanism · 0.8biomechanics-inspired design · 0.8tension-amplification mechanism · 0.3joint stiffness analysis · 0.3variable neutral-line mechanism · 0.2tension decoupling · 0.2tendon-driven actuation · 0.2friction compensation · 0.2mathematical modeling · 0.2layer jamming · 0.2sonar sensing · 0.1graphical user interface · 0.1electronic compass · 0.1direct internet control architecture · 0.1simulation · 0.0
YearPublicationVenuePosition
2024 HyperLeg: Biomechanics-Inspired High-DOF Leg and Toe Mechanism for Highly Dynamic Motions
abstract
A human foot with high degrees of freedom (DOF) that has multi-DOF toe joints and a two-DOF ankle provides multiple benefits, such as increased stride length and walking speed, impact mitigation, and enhanced balancing. However, creating such mechanisms for legged robots has been challenging due to increased complexity, heavy weight, and vulnerability to impact. In this paper, a novel leg and toe mechanism inspired by human biomechanics, featuring a one-DOF knee joint, two-DOF ankle joint, and one-DOF toe joint, is developed. All actuators are located at the proximal part of the thigh frame to minimize the distal mass. High payload timing belts and unique linkage mechanisms are utilized in the transmission to achieve high backdrivability and high joint stiffness. Actuation torques are intentionally coupled inspired by human anatomy, enduring the high propulsive force to the ground for dynamic movements, such as jumping. The implemented leg and toe mechanisms weigh 8.16 kg, and the height from the ground to the hip center is 786 mm. The proposed mechanism has been proven to be effective through force test and distance jump experiments.
Do-Yun Kim, Seong-Ho Yun, Joong-Kyung Lee, Jongjun Yoon, Dongyun Nam, Chan-Young Maeng, Yong-Jae Kim
ICRA7
2024 StaccaToe: A Single-Leg Robot that Mimics the Human Leg and Toe
abstract
We introduce StaccaToe, a human-scale, electric motor-powered single-leg robot designed to rival the agility of human locomotion through two distinctive attributes: an actuated toe and a co-actuation configuration inspired by the human leg. Leveraging the foundational design of HyperLeg’s lower leg mechanism, we develop a stand-alone robot by incorporating new link designs, custom-designed power electronics, and a refined control system. Unlike previous jumping robots that rely on either special mechanisms (e.g., springs and clutches) or hydraulic/pneumatic actuators, StaccaToe employs electric motors without energy storage mechanisms. This choice underscores our ultimate goal of developing a practical, high-performance humanoid robot capable of human-like, stable walking as well as explosive dynamic movements. In this paper, we aim to empirically evaluate the balance capability and the exertion of explosive ground reaction forces of our toe and co-actuation mechanisms. Throughout extensive hardware and controller development, StaccaToe showcases its control fidelity by demonstrating a balanced tip-toe stance and dynamic jump. This study is significant for three key reasons: 1) StaccaToe represents the first human-scale, electric motor-driven single-leg robot to execute dynamic maneuvers without relying on specialized mechanisms; 2) our research provides empirical evidence of the benefits of replicating critical human leg attributes in robotic design; and 3) we explain the design process for creating agile legged robots, the details that have been scantily covered in academic literature.
Nisal Perera, Shangqun Yu, Daniel Marew, Mack Tang, Ken Suzuki, Aidan McCormack, Shifan Zhu, Yong-Jae Kim, Donghyun Kim 0002
IROS8
2019 Development of Adjustable Knee Assist Device for Wearable Robot based on Linkage and Rolling Joint
abstract
This paper presents an adjustable knee joint for a wearable robot for the elderly, to provide physical gait assistance. In order to compensate for the translational and rotational movements of the knee in the sagittal plane as well as aligning the frontal plane, the proposed knee joint is implemented with a rolling joint, two aligning passive joints, four-bar linkage, and a sliding mechanism. Because the sliding mechanism, four-bar linkage, and rolling joint exist between the actuator and the joint mechanism, the rotation angle of the actuator and the flexion angle of the rolling joint do not change equally due to the kinematic characteristics. In order to define the flexion angle change of the rolling joint with respect to the change to the actuator angle in the flexion/extension motion of knee, the design parameters and flexion model are proposed in this paper. The proposed artificial knee joint effectively delivers the torque required for assistance while adapting to the joint motion of the wearer. This paper describes the mechanical design of this knee mechanism and its implementation on a wearable robot and in preliminary experiments. The performance of the proposed mechanism was verified by simulations and experiments. Finally, preliminary experiments were performed to demonstrate the possibility of reducing the metabolic cost of using a knee assist.
Byungjune Choi, Younbaek Lee, Minhyung Lee, Bokman Lim, Young Jin Park, Kyungrock Kim, Yong-Jae Kim, Youngbo Shim 0001
IROS8
2019 3-DOF Gravity Compensation Mechanism for Robot Waists with the Variations of Center of Mass
abstract
This paper presents a three-degrees-of-freedom (DOF) gravity compensation mechanism for the waists of cooperative robots whose centers of mass change according to the arm poses. It comprises 2-DOF and 1-DOF gravity compensation mechanisms in series, and is capable of natural and agile motions such as bobbing and weaving. The 2-DOF mechanism for the upper part of the waist acts as a universal joint. To compensate for the gravity of this 2-DOF motion, a simple and robust link mechanism with one compressive spring is proposed. Moreover, for the complete gravity compensation regardless of the arm poses, a three-dimensional (3D) parallel link structure that maintains the upper body parallel to the ground is introduced. The 1-DOF gravity compensation mechanism, which provides the motions of the hip and thigh, also has a parallelogram structure to maintain the waist parallel to the ground. The implemented 3-DOF waist mechanism can compensate for up to 23 kg and its own weight. It has an adjusting mechanism that can easily calibrate the amount of compensation in case the weight of the upper body changes. The large workspace enables the upper body to move in any direction in a 3D space without singularity. Therefore, the robot with this waist can touch the ground to pick up objects on the ground as well as reach an object at a height of 2145 mm.
Seong-Ho Yun, Junsuk Yoon, Hansol Song, Yun-Soo Kim, Yong-Jae Kim
IROS6
2018 Quaternion Joint: Dexterous 3-DOF Joint Representing Quaternion Motion for High-Speed Safe Interaction
abstract
This paper presents a dexterous three degree-of-freedom (3-DOF) wrist mechanism with a large range of motion and uniform manipulability without singular points throughout the entire range of motion. It has a 2-DOF spherical pure rolling joint surrounded by two pairs of actuating wires, the motions of which directly represent the quaternion values of the joint; this joint is therefore named the quaternion joint. Based on this property, it has simple and clear forward and inverse kinematics and high manipulability. By adding a 1-DOF rotation joint at the distal end of the quaternion joint, it can be extended to a 3-DOF joint mechanism. To precisely approximate the spherical pure rolling motion in a confined central space, a novel parallel mechanism composed of three identical supporting linkages was introduced. Unlike conventional parallel mechanisms, it has a compact and simple structure with no interference among the supporting linkages. Because the wrist mechanism is a tendon-driven mechanism, and is thus suitable for lightweight manipulators, it is mounted to a low-inertia manipulator with high stiffness and strength, namely, LIMS2-AMBIDEX, which is an improved version of the authors' previous research. The basic concept and thorough theoretical analysis of the wrist mechanism are described herein, and the simulations and experiments conducted for a quantitative validation are presented.
Yong-Jae Kim, Jong-In Kim, Woo-seok Jang
IROS1
2018 Development of Low-Inertia High-Stiffness Manipulator LIMS2 for High-Speed Manipulation of Foldable Objects
abstract
In this paper, a dual-arm robot system for high-speed manipulations, which is named LIMS2-AMBIDEX and is developed to compete in the IROS2018 Robotic Challenge, is presented. It has two seven-degrees-of-freedom (DO$F$) lightweight arms, a three-DOF head, and a one-DOF gripper to manipulate foldable objects. Because all the heavy actuators are placed at the shoulder, it has remarkably low mass beyond the shoulder (2.63 kg), which guarantees an inherent safety at high speeds. Utilizing tension-amplification mechanisms, the high stiffness and strength are achieved, and thus it has the control performance comparable to conventional industrial manipulators. A unique three-DOF wrist mechanism, whose motions directly represent the quaternion values of the joint orientation, can manipulate objects without singular points in the entire range of motion. In order to utilize the object's inertia during rapid manipulation, the gripper was specially designed: it has a one-DOF finger to grasp the upper rib of the foldable fan and two supporting forks to grasp the bottom rib stably. For real-time performance and increased scalability, a software framework was developed based on Robot Operating System (ROS). The real-time capability is achieved by using the real-time development framework Xenomai and the high-speed communication protocol EtherCAT. As most of the algorithms are implemented in the distributed nodes using ROS, it is convenient to expand, improve, and replace the algorithms. Consequentially, the entire motion of the Fan Robotic Challenge Phase I Modality B required 1.05 s, which is substantially faster than a similar manipulation by most humans.
Hansol Song, Yun-Soo Kim, Junsuk Yoon, Seong-Ho Yun, Yong-Jae Kim
IROS6
2017 Development of adjustable knee joint for walking assistance devices
abstract
This paper presents an adjustable knee mechanism for walking assistance devices for the elderly to provide physical gait assistance. The adjustable knee mechanism can assist in flexion/extension motions of the knee joint and compensate for the transitional movements of the knee in the sagittal plane as well as aligning the frontal plane. In order to compensate for the center of rotation, the proposed adjustable knee mechanism is implemented by connecting several rolling cams with unique and precisely calculated contact geometries. The key idea of the proposed mechanism is to realize linear motion and accurate torque transmission by a pulley method using the rolling joint in which the distance of the center between the rolling cams is changed. The proposed articulated joint can effectively deliver the torque required for assistance while adapting to the joint motion of the wearer. This paper describes the mechanical design of this knee mechanism and its implementation on a wearable robot and in preliminary experiments. The performance of the proposed mechanism was verified by simulations and experiments.
Byungjune Choi, Younbaek Lee, Yong-Jae Kim, Minhyung Lee, Se-gon Roh, Young Jin Park, Kyungrock Kim, Youngbo Shim 0001
IROS3
2017 Development of a soft robotic glove with high gripping force using force distributing compliant structures
abstract
This paper presents a high-force grip assist glove composed of soft and flexible materials. By using a new force distributing compliant structure, the proposed glove can assist high gripping force while adapting to human hand motion, which is difficult for conventional soft robotic gloves. The force distributing compliant structure is comprised of flexible frames, soft fabrics and belts, and can transmit a high force or moment to the distal end, even though the whole structure is flexible. Therefore, the proposed glove can assist gripping without a harmful load or misalignment on the human fingers. The palmar side of the glove is made of a thin and soft fabric and belts to facilitate the transfer of tactile sensation. The proposed assist glove enables the user to manipulate various objects owing to both the softness and high gripping force. The basic concept as well as thorough theoretical analysis about the force distributing compliant structures is described, and the experiments for quantitative validation of the developed assist gripper are presented.
Yong-Jae Kim, Yong-Jun Jeong, Hyeong-Seok Jeon, Deok-Won Lee, Jong-In Kim
IROS1
2017 A flexible exoskeleton for hip assistance
abstract
This paper proposes a new concept called “a flexible exoskeleton” and presents the design of a wearable walking assistance device to provide physical gait assistance for the elderly. To overcome some limitations of previous wearable walking assistance devices, 3 novel mechanisms are proposed: 1) flexible thigh frames that withstand the designated load direction, 2) an adjustable flexible hip brace surrounding the wearer's body, and 3) slim and backdrivable actuators that minimize the maximum height and resistance. The proposed walking assistance device has reduced metabolic energy consumption by 13.2±4% compared with a free condition.
Younbaek Lee, Se-gon Roh, Minhyung Lee, Byungjune Choi, Youngbo Shim 0001, Yong-Jae Kim
IROS9
2017 Anthropomorphic Low-Inertia High-Stiffness Manipulator for High-Speed Safe Interaction
abstract
In this paper, a manipulator is proposed for safe human-robot interaction at high speed. The manipulator has both low mass and inertia and high stiffness and strength. It is basically a cable-driven manipulator; nevertheless, by using a unique lightweight tension-amplification mechanism, the manipulator retains high stiffness and strength. The joint stiffness, which is strongly related to the motion control performance, is amplified by the quadratic order. Both 1-degree of freedom (DOF) and 3-DOF joint mechanisms using the tension-amplification mechanism are presented and combined to develop a 7-DOF anthropomorphic manipulator named LIMS. The mass and inertia beyond the shoulder were 2.24 kg and 0.599 kg·m2, respectively, which are lower than those of a human. The stiffness of the developed elbow joint was 1410 N·m/rad, which is approximately seven times higher than that of a human. Considering the ratio of stiffness to inertia, the manipulator is expected to show a control performance that is comparable to those of conventional industrial manipulators. Comprehensive experiments, including joint stiffness tests and high-speed interaction tests, were conducted to verify the feasibility of the developed manipulator.
Yong-Jae Kim
IEEE Trans. Robotics1
2015 Design of low inertia manipulator with high stiffness and strength using tension amplifying mechanisms
abstract
This paper presents a novel manipulator for human-robot interaction that has low mass and inertia without losing stiffness and payload performance. A lightweight tension amplifying mechanism that increases the joint stiffness in quadratic order is proposed. High stiffness is essential for precise and rapid manipulation, and low mass and inertia are important factors for safety due to low stored kinetic energy. The proposed tension amplifying mechanism was applied to a 1-DOF elbow joint and then extended to a 3-DOF wrist joint. The developed manipulator was analyzed in terms of inertia, stiffness, and strength properties. Its moving part weighs 3.37 kg, and its inertia is 0.57 kg·m2, which is similar to that of a human arm. The stiffness of the developed elbow joint is 1440Nm/rad, which is comparable to that of the joints with rigid components in industrial manipulators. A detailed description of the design is provided, and thorough analysis verifies the performance of the proposed mechanism.
Yong-Jae Kim
IROS1
2014 RoboRay hand: A highly backdrivable robotic hand with sensorless contact force measurements
abstract
This paper presents a 14-DOF robotic hand including 5 fingers and a wrist. The hand has a new tendon-driven mechanism which minimizes frictional loss and maximizes efficiency and backdrivability. In order to accomplish high efficiency and backdrivability as well as human-like payload and dexterity in a compact size, two novel mechanical concepts are proposed. Firstly, the actuators are placed according to the functions of fingers - high power grasping and precise manipulation - instead of positioning at each joint. For the high power grasping, 7 high payload motors are positioned in the forearm, and 5 small size motors are positioned in the palm for the precise manipulation. Secondly, a new tension decoupling mechanism is proposed to the 2-DOF wrist joint, which delivers wire motions of the forearm motors to the fingers without frictional loss or coupling with wrist motion. A total weight including the forearm is 1.59kg which is similar to human. The fingertip force is 15N which is sufficient for most of household work. High backdrivability enables the contact force sensing by measuring a motor current without additional sensors. A detectable minimum contact force was 0.735N. In order to enhance the contact force sensing capability, a friction compensation algorithm was applied, which resulted to the minimum contact force as 0.196N. Theoretical and experimental analyses are also performed.
Yong-Jae Kim, Younbaek Lee, Ja-Woo Lee, Kang-Min Park, Kyungsik Roh, Jung-Yun Choi
ICRA1
2014 Modeling and control of robotic surgical platform for single-port access surgery
abstract
In this paper, we present a modeling and control method for a single-port access robot developed by our robotics group at the Samsung Advanced Institute of Technology. The surgical robot consists of a snake-like 6-degree-of-freedom (DOF) guide tube, two 7-DOF tools, a 3-DOF stereo camera, and a 5-DOF slave arm. The robot is capable of reaching various surgical sites inside the abdominal cavity from a single incision on the body. To estimate the workspace and control the guide tube to a desired location, we first obtain the forward kinematics model of the guide tube and then propose a Cartesian-level controller. The wire actuation mechanism for the tools exhibit nonlinear backlash behavior because of wire compliance and friction between the wire and Teflon-coated conduit. We compensate for the backlash in the tool joints by adding the backlash inverse with smoothing term as a feedforward term.
Jusuk Lee, Kwang-Kyu Lee, Seungyong Hyung, Yong-Jae Kim, Woong Kwon, Kyung Shik Roh, Jung-Yun Choi
IROS5
2014 A Stiffness-Adjustable Hyperredundant Manipulator Using a Variable Neutral-Line Mechanism for Minimally Invasive Surgery
abstract
In robotic single-port surgery, it is desirable for a manipulator to exhibit the property of variable stiffness. Small-port incisions may require both high flexibility of the manipulator for safety purposes, as well as high structural stiffness for operational precision and high payload capability. This paper presents a new hyperredundant tubular manipulator with a variable neutral-line mechanisms and adjustable stiffness. A unique asymmetric arrangement of the tendons and the links realizes both articulation of the manipulator and continuous stiffness modulation. This asymmetric motion of the manipulator is compensated by a novel actuation mechanism without affecting its structural stiffness. The paper describes the basic mechanics of the variable neutral-line manipulator, and its stiffness characteristics. Simulation and experimental results verify the performance of the proposed mechanism.
Yong-Jae Kim, Shanbao Cheng, Sangbae Kim, Karl Iagnemma
IEEE Trans. Robotics1
2013 Tension propagation analysis of novel robotized surgical platform for transumbilical single-port access surgery
abstract
In this paper, tension propagation analysis of a newly designed multi-DOF robotic platform for single-port access surgery (SPS) is presented. The analysis is based on instantaneous kinematics of the proposed 6-DOF surgical instrument, and provides the decision criteria for estimating the payload of a surgical instrument according to its pose changes and specifications of a driving-wire. Also, the wire-tension and the number of reduction ratio to manage such a payload can be estimated, quantitatively. The analysis begins with derivation of the power transmission efficiency through wire-interfaces from each instrument joint to an actuator. Based on the energy conservation law and the capstan equation, we modeled the degradation of power transmission efficiency due to 1) the reducer called wire-reduction mechanism, 2) bending of proximal instrument joints, and 3) bending of hyper-redundant guide tube. Based on the analysis, the tension of driving-wires was computed according to various manipulation poses and loading conditions. In our experiment, a newly designed surgical instrument successfully managed the external load of 1kgf, which was applied to the end effector of a surgical manipulator.
Yong-Jae Kim, Se-gon Roh, Younbaek Lee, Byungjune Choi, Kyoungsik Roh
IROS2
2013 A Novel Layer Jamming Mechanism With Tunable Stiffness Capability for Minimally Invasive Surgery
abstract
This paper presents a novel “layer jamming” mechanism that can achieve variable stiffness. The layer jamming mechanism exploits the friction present between layers of thin material, which can be controlled by a confining pressure. Due to the mechanism's hollow geometry, compact size, and light weight, it is well suited for various minimally invasive surgery applications, where stiffness change is required. This paper describes the concept, the mathematical model, and a tubular snake-like manipulator prototype. Various characteristics of layer jamming, such as stiffness and yield strength, are studied both theoretically and experimentally.
Yong-Jae Kim, Shanbao Cheng, Sangbae Kim, Karl Iagnemma
IEEE Trans. Robotics1
2012 Design of a tubular snake-like manipulator with stiffening capability by layer jamming
abstract
This paper introduces a new mechanism for achieving tunable stiffness, named layer jamming, and presents a hollow snake-like manipulator having tunable stiffness capability. The layer jamming mechanism is composed of multiple layers of thin Mylar film, and makes use of amplified friction between the films by applying vacuum pressure. In contrast to other tunable stiffness technology, such as particle jamming or field-activated materials (MR or ER fluids), layer jamming occupies a small volume and thus can be applied to small, light weight manipulators. The snake-like manipulator presented here is composed only of Mylar film and wires, and has highly flexible and under-actuated properties without application of a vacuum; however, it becomes highly stiff when a vacuum is applied. In this paper the characteristics of layer jamming are explored: its stiffness and breaking strength are obtained both theoretically and experimentally, and a prototype manipulator is developed and experimentally characterized.
Yong-Jae Kim, Shanbao Cheng, Sangbae Kim, Karl Iagnemma
IROS1
2004 Behavior selection and learning for synthetic character
abstract
This paper proposes a behavior selection mechanism and interactive learning method for a synthetic character. Synthetic character can decide its behavior by itself based on its own internal states (motivation, homeostasis, and emotion), and external sensor information. A behavior is selected by both probabilistic and deterministic methods. The probabilistic method uses the internal states and external sensor information, and the deterministic method which imitates animal's instinct, uses only external sensor information. Both methods are complementary to each other. A user can teach the synthetic character a desired behavior among many behaviors, and behaviors are grouped into analogous behavior sets. The learning algorithm includes the emotional parameters by which the training efficiency is affected. The performance of the synthetic character, Rity, developed with the proposed mechanism at RIT Lab., KAIST is demonstrated in a 3D virtual world.
Yong-Duk Kim, Yong-Jae Kim
IEEE Congress on Evolutionary Computation3
2002 Internet Control of Personal Robot between KAIST and UC Davis
abstract
Describes the implementation of an Internet-based personal robot with three control modes, and experimental results on the remote control between KAIST, Korea and UC Davis, USA. The idea is to control a personal robot at the remote site (KAIST) by using a simulator provided at the local site (UC Davis). However, if the information of the current absolute position of the robot at its remote site cannot be estimated, the simulator may be useless. The absolute position of the robot can be determined by comparing a reference map with sensor information from sonar sensors and an electronic compass. A user can use three control modes-direct control mode, supervisory control mode and job scheduling mode, and monitor the current status of the robot using a graphic user interface of the simulator implemented with Java.
Kuk-Hyun Han, Yong-Jae Kim, Jong-Hwan Kim 0001, Tien C. Hsia
ICRA2
2001 Implementation of Internet-Based Personal Robot with Internet Control Architecture
abstract
Describes the implementation of an Internet-based personal robot with direct Internet control architecture which is insensitive to the inherent Internet time delay. The personal robot can be controlled by using a simulator provided at a local site. However, a large Internet time delay may make some control inputs distorted. Moreover, since it is affected by the number of the Internet nodes and loads, this delay is variable and unpredictable. The proposed control architecture guarantees that the personal robot can reduce the path error and the time difference between a virtual robot at the local site and a real robot at the remote site. Simulations and experimental results in the real Internet environment demonstrate the effectiveness and applicability of the Internet-based personal robot with the proposed Internet control architecture.
Kuk-Hyun Han, Shin Kim, Yong-Jae Kim, Seung-Eun Lee, Jong-Hwan Kim 0001
ICRA3
2001 Evolutionary programming-based univector field navigation method for past mobile robots
abstract
Most of navigation techniques with obstacle avoidance do not consider the robot orientation at the target position. These techniques deal with the robot position only and are independent of its orientation and velocity. To solve these problems this paper proposes a novel univector field method for fast mobile robot navigation which introduces a normalized two dimensional vector field. The method provides fast moving robots with the desired posture at the target position and obstacle avoidance. To obtain the sub-optimal vector field, a function approximator is used and trained by evolutionary programming. Two kinds of vector fields are trained, one for the final posture acquisition and the other for obstacle avoidance. Computer simulations and real experiments are carried out for a fast moving mobile robot to demonstrate the effectiveness of the proposed scheme.
Yong-Jae Kim, Dong-Soo Kwon
IEEE Trans. Syst. Man Cybern. Part B1
2000 Online map building evolutionary algorithm for multi-agent mobile robots with odometric uncertainty
abstract
An online map building evolutionary algorithm is proposed using multi-agent mobile robots with odometric uncertainty. The control algorithm for map building in each robot is identical and trained by an online evolutionary algorithm (EA). Each robot has configuration uncertainty which increases as it moves, and it perceives the surrounding environment information by the limited range sensors. It communicates with other robots and shares the information. The elementary behaviors are defined and they are used to build a map. EA is applied to the defined behavior set for optimizing the robot actions. To demonstrate the effectiveness of the proposed algorithm, computer simulations are conducted for various environments.
Yong-Jae Kim
CEC1
1998 Path Planning and Role Selection Mechanism for Soccer Robots
abstract
A real time vector field based path planning for an attack mode robot and a Petri net state diagram approach for the robot's role selection for robot soccer games are proposed in the paper. A robot soccer game has a dynamic environment as different robots intentionally affect the environment in unpredictable ways in a competitive setting. A soccer-playing robot has to take appropriate action according to its surroundings. The efficiency and applicability of the proposed controllers were demonstrated through real robot soccer games in MiroSot'97, held at KAIST Korea, June 1-5, 1997.
Kwang-Choon Kim, Yong-Jae Kim, Prahlad Vadakkepat
ICRA4