Autonomous Systems Laboratory

자율시스템

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자율시스템

To implement a fully autonomous cooperative unmanned vehicle system in a safe, timely and appropriate manner with a little or no human intervention, two aspects of unmanned vehicles need to be addressed: i) increasing the level of autonomy with high-level mission and path planning algorithm developments; and ii) improving situational awareness with sensor/information fusion techniques with domain knowledge for safer operations and better mission performance. Although vehicle dynamics and control is also an important area, our focus is on high-level planning and dynamic signal processing as they are still immature yet critical for the autonomous operation of unmanned vehicles.

Major research field

Autonomy, Unmanned vehicles, Optimization, Control, Estimation, Machine learning

Desired field of research

Multi-agent reinforcement learning, SLAM

Research Keywords and Topics

Autonomy and decision making for unmanned vehicles
Machine/Deep learning applications for unmanned vehicles
Cooperative control and path planning for unmanned vehicles
Nonlinear guidance and control
Estimation and sensor/information fusion

Research Publications
MORE

· EXPERT SYSTEMS WITH APPLICATION / Distributed Swarm System with Hybrid-Flocking Control for Small Fixed-Wing UAVs: Algorithms and Flight Experiments / Song, Yeongho; Lim; Seung-han; … ; Oh, Hyondong / 2023-11
· AEROSPACE SCIENCE AND TECHNOLOGY / Autonomous Ship Deck Landing System of a Quadrotor UAV Using Feed-Forward Image-Based Visual Servoing / Cho, Gangik; Choi, Joonwon; Bae, Guensik; Oh, Hyondong / 2022-11
· EXPERT SYSTEMS WITH APPLICATION / Towards Monocular Vision-Based Autonomous Flight Through Deep Reinforcement Learning/ Kim, Minwoo; Kim, Jongyun; Jung, Minjae; Oh, Hyondong / 2022-07
· INFORMATION FUSION / Cooperative Information-Driven Source Search and Estimation for Multiple Agents / Park, Minkyu; Oh, Hyondong / 2020-02

국가과학기술표준분류

  • EA. 기계
  • EA05. 로봇·자동화기계
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국가기술지도분류

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  • 012300. 인공지능/지능로봇 기술

녹색기술분류

  • 녹색기술관련 과제 아님
  • 녹색기술관련 과제 아님
  • 999. 녹색기술 관련과제 아님

6T분류

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  • 010411. 기타 정보기술