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Dohyun Jang

4 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
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network delay entails undesirable effects on the stability of the UAV control system due to delayed state feedback and outdated control input.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