High-assurance Mobility Control Lab

고신뢰 모빌리티 제어 연구실

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고신뢰 모빌리티 제어 연구실

Our research group focuses on the modeling, control, and state estimation of Cyber-Physical Systems (CPS), with an emphasis on developing integrated control frameworks that ensure secure, safe, and high-performance CPS operation. In this context, we address both fundamental theory and practical applications, systematically investigating the dynamic behavior and control design of CPS from a control-oriented perspective. Specific research areas include scenario-based fault injection testing frameworks for autonomous driving systems, learning-based uncertainty-aware navigation, interaction-aware prediction and planning, and the development of high-assurance autonomous flight control software to ensure the safety and reliability of Advanced Air Mobility (AAM) vehicles.

Major research field

Cyber-Physical System(CPS), Intelligent and High Assurance Autonomy, Networked Multi-Agent Systems (MAS), Fault Tolerant Control(FTC)

Desired field of research

Perception, Planning, Decision Making, Control, Continuous S/W and H/W integration, Full-stack Autonomous Driving, Test Automation

Research Keywords and Topics

Cyber-Physical System(CPS), Fault Tolerant Control(FTC), HD-Map, Localization, Perception, Motion/Route/Behavior Planning, Control, UAS(unmanned aircraft system), Autonomous driving, Sensor fusion

Research Publications
MORE

• IEEE Transactions on Aerospace and Electronic Systems, “Attack Intent Inference of Hypersonic Glide Vehicle based on a Unified Dynamics and Decision-Making Model,” Y. Nam, H. Lee, H. Choi, W.-s. Ra, and C. Kwon, (Early Access, 2025)
• IEEE Robotics and Automation Letters, “Kernel-Based Metrics Learning for Uncertain Opponent Vehicle Trajectory Prediction in Autonomous Racing,” H. Lee, Y. Nam, S. Lee, and C. Kwon, (Dec. 2024)
• IEEE Robotics and Automation Letters, “Active Inference-Based Planning for Safe Human-Robot Interaction: Concurrent Consideration of Human Characteristic and Rationality,” Y. Nam and C. Kwon, (Jun. 2024)

Patents

• [국내] “자율 충전 드론과 충전 스테이션을 구비하는 자율 충전 시스템 및 자율 충전 방법,” 권철현, 강상훈,김태원, 최호정, 이상훈, 손정우, 김찬수, (2023.01.31)
• [국내]“대상 차량들간의 상호작용 유추를 통한 ADAS 기능 및 자율주행 인지/판단 능력 개선,” 권철현, 김태홍, (2019.12.30.)
• [국외]“불안정 측위 상황에서 자율주행 차량의 측위 활성화 방안,” 권철현, 최진하, (2019.08.14)

국가과학기술표준분류

  • EA. 기계
  • EA09. 자동차·철도차량
  • EA0909. 시스템제어/통합기술

국가기술지도분류

  • 기반주력산업 가치창출
  • 040100. 차세대 자동차 (지능형/하이브리드/연료전지 자동차) 기술

녹색기술분류

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

6T분류

  • ST 분야
  • 항공기기술
  • 040312. 지능형 자율비행 무인비행기기 시스템(UAV)기술