High-assurance Mobility Control Lab.

  • Research
    • Cyber Physical System (CPS)
      • CPS Theory
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    • Autonomous Driving
    • Autonomous Flight
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Videos & Github

  • Main Github Link: HMCL Open Source Github

Interaction-aware Prediction and Planning

  • Link to paper: Active Inference-Based Planning for Safe Human-Robot Interaction: Concurrent Consideration of Human Characteristic and Rationality | IEEE Journals & Magazine | IEEE Xplore
  • Open-source Implementation: https://github.com/HMCL-UNIST/ActiveMotionPlanning.git

Kernel-Based Metric Learning for Uncertain Opponent Vehicle Trajectory Prediction in Autonomous Racing

  • Link to paper: Kernel-Based Metrics Learning for Uncertain Opponent Vehicle Trajectory Prediction in Autonomous Racing | IEEE Journals & Magazine | IEEE Xplore
  • Open-source Implementation: https://github.com/HMCL-UNIST/OpponentPredictionWithKMDKL.git

Viewpoint-aware Visibility Scoring for Point Cloud Registration in Loop Closure

  • Link to paper: Viewpoint-Aware Visibility Scoring for Point Cloud Registration in Loop Closure | IEEE Journals & Magazine | IEEE Xplore
  • Open-source Implementation: https://github.com/HMCL-UNIST/ViewpointAwareICP

MAS Distributed Ctrl-Est-Synthesis – Formation Flight

  • Link to paper: Linear quadratic control and estimation synthesis for multi-agent systems with application to formation flight | IET Control Theory & Application | Wiley
  • Open-source Implementation: https://github.com/HMCL-UNIST/MAS-Distributed-Ctrl-Est-Synthesis

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