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Kiju Lee

dblp:13/2003 · DBLP profile ↗
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9ranked-venue papers
3as first author
2since 2021 · last 2023
0000-0002-8526-9142ORCID · corroborated

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

Artificial intelligence and machine learning · 7 · 2 first-author · 1 since 2021Systems, architecture and hardware · 7 · 2 first-author · 1 since 2021Applied, interdisciplinary, general and emerging computing · 2 · 1 first-author · 1 since 2021

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
Robot manipulation · 39% Legged, aerial and field robots · 38% Robot navigation and mapping · 17%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Medical and health informatics · 100%
Theoretical computer science
1 paper
Mathematical optimization · 100%

Topics — the 13 heaviest of 15, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Legged, aerial and field robots
mobile robot locomotion
1.022023
$\mathbf{\alpha }$-WaLTR: Adaptive Wheel-and-Leg Transformable Robot for Versatile Multiterrain Locomotion · IEEE Trans. Robotics 2023
WheeLeR: Wheel-Leg Reconfigurable Mechanism with Passive Gears for Mobile Robot Applications · ICRA 2019
Robotics › Robot manipulation
robot design
1.022023
$\mathbf{\alpha }$-WaLTR: Adaptive Wheel-and-Leg Transformable Robot for Versatile Multiterrain Locomotion · IEEE Trans. Robotics 2023
WheeLeR: Wheel-Leg Reconfigurable Mechanism with Passive Gears for Mobile Robot Applications · ICRA 2019
Robotics › Legged, aerial and field robots › wheel-legged robot
leg-wheel transformable robot
0.712023
$\mathbf{\alpha }$-WaLTR: Adaptive Wheel-and-Leg Transformable Robot for Versatile Multiterrain Locomotion · IEEE Trans. Robotics 2023
Robotics › Robot manipulation › grasping
robotic gripper
0.412020
TWISTER Hand: Underactuated Robotic Gripper Inspired by Origami Twisted Tower · IEEE Trans. Robotics 2020
Robotics › Robot manipulation › grasping › underactuated grasping
underactuated gripper
0.412020
TWISTER Hand: Underactuated Robotic Gripper Inspired by Origami Twisted Tower · IEEE Trans. Robotics 2020
Medical and health informatics
surgical robotics
0.312018
IntuBot: Design and Prototyping of a Robotic Intubation Device · ICRA 2018
Robotics › Autonomous driving › perception
environment perception
0.212022
Vision-based Ascending Staircase Detection with Interpretable Classification Model for Stair Climbing Robots · ICRA 2022
Robotics › Legged, aerial and field robots › rough terrain locomotion
stair-climbing robot
0.212022
Vision-based Ascending Staircase Detection with Interpretable Classification Model for Stair Climbing Robots · ICRA 2022
Robotics › Robot manipulation
grasping
0.112020
TWISTER Hand: Underactuated Robotic Gripper Inspired by Origami Twisted Tower · IEEE Trans. Robotics 2020
Robotics › Legged, aerial and field robots › rough terrain locomotion
obstacle climbing
0.112019
WheeLeR: Wheel-Leg Reconfigurable Mechanism with Passive Gears for Mobile Robot Applications · ICRA 2019
Robotics › Robot navigation and mapping
visual navigation
0.112018
IntuBot: Design and Prototyping of a Robotic Intubation Device · ICRA 2018
Robotics › Motion planning and robot control › robot control
manipulator dynamics
0.112005
A New Perspective on O(n) Mass-Matrix Inversion for Serial Revolute Manipulators · ICRA 2005
Robotics › Motion planning and robot control
robot control
0.112005
A New Perspective on O(n) Mass-Matrix Inversion for Serial Revolute Manipulators · ICRA 2005

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

simulation · 1.3multi-objective optimization · 1.3k-means clustering · 0.6hough line transform · 0.6canny edge detection · 0.6SVM classification · 0.6RGB-D imaging · 0.6cable-driven actuation · 0.4CAD modeling · 0.43d printing · 0.4real-time vision algorithm · 0.33d printed airway model · 0.3
YearPublicationVenuePosition
2023 $\mathbf{\alpha }$-WaLTR: Adaptive Wheel-and-Leg Transformable Robot for Versatile Multiterrain Locomotion
abstract
Adaptability is a fundamental yet challenging requirement for mobile robot locomotion. This article presents$\alpha$-WaLTR, a new adaptive wheel-and-leg transformable robot for versatile multiterrain mobility. The robot has four passively transformable wheels, where each wheel consists of a central gear and multiple leg segments with embedded spring suspension for vibration reduction. These wheels enable the robot to traverse various terrains, obstacles, and stairs while retaining the simplicity in primary control and operation principles of conventional wheeled robots. The chassis dimensions and the center of gravity location were determined by a multiobjective design optimization process aimed at minimizing the weight and maximizing the robot's pitch angle for obstacle climbing. Unity-based simulations guided the selection of the design variables associated with the transformable wheels. Following the design process,$\alpha$-WaLTR with an embedded sensing and control system was developed. Experiments showed that the spring suspension on the wheels effectively reduced the vibrations when operated in the legged mode and verified that the robot's versatile locomotion capabilities were highly consistent with the simulations. The system-level integration with an embedded control system was demonstrated via autonomous stair detection, navigation, and climbing capabilities.
Chuanqi Zheng, Siddharth Sane, Kangneoung Lee, Vishnu Kalyanram, Kiju Lee
IEEE Trans. Robotics5
2022 Vision-based Ascending Staircase Detection with Interpretable Classification Model for Stair Climbing Robots
abstract
Robots capable of traversing flights of stairs play an important role in both indoor and outdoor applications. The capability of accurately identifying a staircase is one of the vital technical functions in these robots. This paper presents a vision-based ascending stair detection algorithm using RGB-Depth (RGB-D) data based on an interpretable model. The method follows the four steps: 1) pre-processing of RGB images for line extraction by applying the dilatation and Canny filters followed by the probabilistic Hough line transform, 2) defining the regions of interests (ROIs) via K- mean clustering, 3) training the initial model based on a support vector machine (SVM) using three extracted features (i.e., gradient, continuity factor, and deviation cost), and 4) building an interpretable model for stair classification by determining the decision boundary conditions. The developed method was evaluated for its performance using our dataset, and the results showed 85% sensitivity and 94% specificity. When the same model was tested on a different test set, the sensitivity and specificity slightly decreased to 80% and 90%, respectively. By shifting the boundary conditions using only a small subset of the new dataset without rebuilding the model, performance was improved to 90% sensitivity and 96% specificity. The presented method is also compared with existing SVM- and neural- network- based methods.
Kangneoung Lee, Vishnu Kalyanram, Chuanqi Zheng, Siddharth Sane, Kiju Lee
ICRA5
2020 TWISTER Hand: Underactuated Robotic Gripper Inspired by Origami Twisted Tower
abstract
This article presents a new cable-driven underactuated robotic gripper, called TWISTER Hand. It is designed for adaptable grasping of objects in different shapes, weights, sizes, and textures. Each finger of the gripper is made of a compliant and continuum mechanism inspired by an origami design. This design is converted into a computer-aided design (CAD) model and 3-D printed using flexible and rigid polymer composite materials. Two CAD modeling methods for this design are compared in terms of structural stiffness and durability in the printed outcomes. For each design, two soft materials are used for preliminary evaluation of the material effect in these properties. The best combination of the model and material is selected to fabricate the three fingers of the robotic gripper. Each finger has a single cable routed along the structure. All three cables are tied and actuated simultaneously using a single servo motor to generate closing and opening motions in the gripper. TWISTER Hand's adaptable grasping capability is tested using 36 different objects. The robot's grasping performance under object pose uncertainties is also experimentally tested and analyzed. This compact fully integrated gripper can be attached to a robotic arm for various manipulative tasks.
Kiju Lee, Yanzhou Wang, Chuanqi Zheng
IEEE Trans. Robotics1
2019 WheeLeR: Wheel-Leg Reconfigurable Mechanism with Passive Gears for Mobile Robot Applications
abstract
This paper presents a new passive wheel-leg transformation mechanism and its embodiment in a small mobile robot. The mechanism is based on a unique geared structure, allowing the wheel to transform between two modes, i.e., wheel or leg, potentially adapting to varying ground conditions. It consists of a central gear and legs with partial gears that rotate around the central gear to open or close the legs. When fully closed, the mechanism forms a seamless circular wheel; when opened, it operates in the leg mode. The central gear actuated by the driving motor generates opening and closing motions of the legs without using an additional actuator. The number of legs, their physical size, and the gear ratio between the central gear and the partial gears on the legs are adjustable. This design is mechanically simple, customizable, and easy to fabricate. For physical demonstration and experiments, a mobile robotic platform was built and its terrainability was tested using five different sets of the transformable wheels with varying sizes and gear ratios. For each design, the performance with successful wheel-leg transformation, obstacle climbing, and locomotion capabilities was tested in different ground conditions.
Chuanqi Zheng, Kiju Lee
ICRA2
2018 IntuBot: Design and Prototyping of a Robotic Intubation Device
abstract
Endotracheal intubation is one of the most common procedures performed worldwide in emergency departments and operating rooms. It is a highly complicated procedure susceptible to failure. This paper presents a robotic prototype, called IntuBot, designed to automate this procedure. The hardware system consists of a stepper motor to steer the stylet in forward and backward motions and two servo motors to generate bending at the stylet tip to navigate through a patient's airway. A real-time vision-based navigation algorithm is also presented to guide the stylet to localize the vocal cords, which is the tubes ultimate target. For pre-clinical testing, we 3D printed and then molded a silicone model of the airway from the mouth to the vocal cords based on a series of actual CT scan images. The prototype was tested for its steering capabilities.
Xiangyi Cheng, Gaojun Jiang, Kiju Lee, Yehoshua N. Laker
ICRA3
2014 OrigamiBot-I: A thread-actuated origami robot for manipulation and locomotion
abstract
This paper presents OrigamiBot-I, a thread-actuated origami robot, to demonstrate a physical application of an origami design for robotic manipulation and locomotion. The selected design can generate twisting and bending motions by pulling, pushing, or torsional force applied to the origami structure. Thread-based actuation also enables various shapes and motions by using different numbers of threads and routing them through different paths. The kinematics for each twisting and bending motions based on estimated parameters is derived. To evaluate potential use of origami for real-world applications and identify structural weaknesses, preliminary stiffness and durability testing was conducted. For physical demonstrations of robotic manipulation and locomotion, OrigamiBot-I was equipped with four independently-routed threads, where each thread is controlled by a geared DC motor. The robot successfully demonstrated its simple manipulation and locomotion capabilities.
Evan Vander Hoff, Donghwa Jeong, Kiju Lee
IROS3
2013 InchBot: A novel swarm microrobotic platform
abstract
Collective behavior in swarm robotics explores various scenarios involving many robots communicating, sensing, and running simultaneously. This strategy aims to reduce the time and energy required and to improve the efficiency of completing complex tasks which are typically difficult to accomplish individually. This paper presents InchBot, a novel swarm microrobotic platform, which is highly modular, rechargeable, and capable of sensing and communicating with each other wirelessly. InchBot features a new stackable hardware structure allowing customization in the embedded sensors and a novel flexible wheel design suitable for omnidirectional motions. A detailed analysis on the deformation characteristics of the flexible spoke wheels due to centrifugal force was performed using the finite element method. Preliminary experiments demonstrated the utility of flexible spoke wheels for generating forward, diagonal, and turning motions.
Donghwa Jeong, Kiju Lee
IROS2
2010 An autonomous robot that duplicates itself from low-complexity components
abstract
This paper presents an autonomous self-replicating robot consisting of four low-complexity modules. The entire system is composed of a parent robot, four unassembled modules provided as resources, and an environment where the self-replication takes place. The parent robot grows itself by attaching the resource modules onto itself until it doubles its physical size, and then splits in the middle thereby returning the parent to its original state and producing a daughter robot. We call these processes expansion and separation, respectively. The environment plays a passive role as a catalyst that helps generating a spiral trajectory for the parent robot and does not hold any information about the resource modules. To assess the physical changes made by self-replication, structural and informational complexities associated with the robotic system and the self-replication process are quantified and compared to previous prototypes.
Kiju Lee, Gregory S. Chirikjian
ICRA1
2005 A New Perspective on O(n) Mass-Matrix Inversion for Serial Revolute Manipulators
abstract
This paper describes a new algorithm for the efficient mass-matrix inversion of serial manipulators. Whereas several well-known O(n) algorithms already exist, our presentation is an alternative and completely different formulation that builds on Fixman’s theorem from the polymer physics literature. The main contributions here are therefore adding a new perspective to the manipulator dynamics literature and providing an alternative to existing algorithms. The essence of this theory is to consider explicitly the band-diagonal structure of the inverted mass matrix of a manipulator with no constraints on link length, offsets or twist angles, and then build in constraints by appropriate partitioning of the inverse of the unconstrained mass matrix. We present the theory of the partitioned mass matrix and inverse of the mass matrix for serial revolute manipulators. The planar N-link manipulator with revolute joints is used to illustrate the procedure. Numerical results verify the O(n) complexity of the algorithm. Exposure of the robotics community to this approach may lead to new ways of thinking about manipulator dynamics and control.
Kiju Lee, Gregory S. Chirikjian
ICRA1