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Clark Youngdong Son

9 accepted papers

2020

Multi-Robot Active Sensing and Environmental Model Learning With Distributed Gaussian Process

RA-L 2020

This letter deals with the problem of multiple robots working together to explore and gather at the global maximum of the unknown field. Given noisy sensor measurements obtained at the location of robots with no prior knowledge about the environmental map, Gaussian process regression can be an effic

Cited by 75SourceScholar
2020

Real-Time Optimal Trajectory Generation and Control of a Multi-Rotor With a Suspended Load for Obstacle Avoidance

RA-L 2020

This letter presents real-time optimization algorithms on trajectory generation and control for a multi-rotor with a suspended load. Since the load is suspended through a cable without any actuator, movement of the load must be controlled via maneuvers of the multi-rotor, which brings about difficul

Cited by 35SourceScholar
2020

Trajectory Planning with Safety Guaranty for a Multirotor based on the Forward and Backward Reachability Analysis

ICRA 2020poster

Planning a trajectory with guaranteed safety is a core part for a risk-free flight of a multirotor. If a trajectory planner only aims to ensure safety, it may generate trajectories which overly bypass risky regions and prevent the system from achieving specific missions. This work presents a robust…

Cited by 8SourceScholar
2019

Networked Operation of a UAV Using Gaussian Process-Based Delay Compensation and Model Predictive Control

ICRA 2019poster

This study addresses an operation of unmanned aerial vehicles (UAVs) in a network environment where there is time-varying network delay. The network delay entails undesirable effects on the stability of the UAV control system due to delayed state feedback and outdated control input. Although several…

Cited by 10SourceScholar
2019

Real-time Optimal Planning and Model Predictive Control of a Multi-rotor with a Suspended Load

ICRA 2019poster

This paper presents planning and control algorithms for a multi-rotor with a suspended load. The suspended load cannot be controlled easily by the multi-rotor due to severe dynamic coupling between them. Difficulties are exacerbated by under-actuated, highly nonlinear nature of multi-rotor dynamics.…

Cited by 9SourceScholar
2019

Robust Real-time RGB-D Visual Odometry in Dynamic Environments via Rigid Motion Model

IROS 2019poster

In the paper, we propose a robust real-time visual odometry in dynamic environments via rigid-motion model updated by scene flow. The proposed algorithm consists of spatial motion segmentation and temporal motion tracking. The spatial segmentation first generates several motion hypotheses by using a…

Cited by 14SourceScholar
2019

Robust Trajectory Planning for a Multirotor against Disturbance based on Hamilton-Jacobi Reachability Analysis

IROS 2019poster

Ensuring safety in trajectory planning of multirotor systems is an essential element for risk-free operation. Even if the generated trajectory is known to be safe in the planning phase, unknown disturbance during an actual operation can lead to a dangerous situation. This paper proposes safety-guara…

Cited by 36SourceScholar
2018

Model Predictive Control of a Multi-Rotor with a Suspended Load for Avoiding Obstacles

ICRA 2018poster

This paper investigates a multi-rotor with a suspended load in perspectives of 1) real-time path planning, 2) obstacle avoidance, and 3) transportation of a suspended object. A suspended load cannot be controlled with conventional controllers designed for nominal multi-rotors due to the dynamic coup…

Cited by 39SourceScholar