AI-based Decision and Control & Ground-to-Aerial Autonomy
Decision-Making | Prediction | Estimation | Optimal Control | Intelligent Autonomy |ย JYP | Vehicle Systems | Aerospace and Defense Systems | Physical AI Applications |
Welcome to the AMDC Lab.
๐ ์์จ ๋ชจ๋น๋ฆฌํฐ ํ๋จ ๋ฐ ์ ์ด ์ฐ๊ตฌ์คย
โ๏ธ Autonomous Mobility Decision and Control Lab.ย
The Autonomous Mobility Decision and Control Lab develops intelligent decision-making and optimal control technologies for autonomous mobility on ground, air, and space. We integrate control, AI, and optimization to achieve safe and adaptive autonomy.
AMDC Lab์ ์ต์ ํยท์ ์ดยท์ธ๊ณต์ง๋ฅ ๊ธฐ์ ์ ์ตํฉํ์ฌ ์ง์ยท๊ณต์คยท์ฐ์ฃผ ์์จ ๋ชจ๋น๋ฆฌํฐ๋ฅผ ์ํ ์ง๋ฅํ ํ๋จ ๋ฐ ์์ ํ๊ณ ์ ์์ ์ธ ์ต์ ์ ์ด ๊ธฐ์ ์ ์ฐ๊ตฌํฉ๋๋ค.
๊ตญ๋ฆฝํ๊ตญ๊ตํต๋ํ๊ต ์์จ ๋ชจ๋น๋ฆฌํฐ ํ๋จ ๋ฐ ์ ์ด ์ฐ๊ตฌ์ค(AMDC Lab.)์ย
์์จ ์์คํ , ์ต์ ์ ์ด, AI ์ ์ฉ ๋ถ์ผ์ ์ฐ๊ตฌ์ ๊ด์ฌ์ด ์๋ ์์ ์๋ ํ์ ๋ฐ ์ฐ๊ตฌ์๋ฅผ ๋ชจ์งํฉ๋๋ค.ย
Positions Available
โ๏ธ Undergraduate studentsย
๐ Graduate M.S. / Ph.D. students
ย
Student Lab Projects
โ Perception: Object and lane detection using driving data.ย
โ Localization: Position estimation using GPS and map matching.ย
โ Control: Design of longitudinal, lateral, and vertical control systems using CarMaker.ย
โ Integration: Combine all modules for complete autonomous driving.ย
โ Autonomous driving system: Implement perceptionโdecisionโcontrol in simulation.ย
๐๏ธ Grand Prix Driving Competition: Vehicle Control System Design for Racing Performance.
Student Lab Study
๐ Linear System (์ ํ์์คํ )
๐ Vehicle Dynamics and Control (์ฐจ๋ ๋์ญํ ๋ฐ ์ ์ด)ย
๐ Deep learning based Estimation (๋ฅ๋ฌ๋ ๊ธฐ๋ฐ ์ํ ์ถ์ )
๐ Reinforcement Learning-Based Optimal Control (๊ฐํํ์ต ๊ธฐ๋ฐ ์ต์ ์ ์ด)
๐ Advanced Filtering and Estimation Systems (๊ณ ๊ธ ํํฐ๋ง ๋ฐ ์ถ์ ์์คํ )ย
๐ AI Application in Autonomous Mobility System (์์จ ๋ชจ๋น๋ฆฌํฐ ์์คํ - AI ์ดํ๋ฆฌ์ผ์ด์ )
For those interested in joining the AMDC Lab, please contact by email: hansw@ut.ac.krย