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ChloeXue00/README.md

Hi, I'm Chloe Xue 👋

🚗 Autonomous Driving | 🧠 Strategy Design | 💻 Control & Simulation
📍 Gothenburg,Shanghai | 🌱 Currently building ADAS strategy visualized on Carla


🔍 About Me

I'm currently a master's student in Systems, Control & Mechatronics at Chalmers, passionate about autonomous driving, ADAS functionality, and AI-based motion planning.

I build control strategies, write technical blogs, and prototype end-to-end behaviors like ACC with Cut-in/Cut-out handling, and Stop & Go moduls , LKA with Curvature Optimizationusing simulators such as CARLA.

My mission: Bridge the gap between system-level product definition and low-level control behavior implementation.


🛠️ Tech Stack

  • Languages: Python, C++, Bash
  • Skills & Topics:
    • Simulation: CARLA, ROS
    • Control & Planning: MPC, PID, Jerk-limited strategies, State Machines,DRL, Deep Machine Learning
    • Dev & Tooling: Python, C++, Bash, Git, Docker
  • Domains: Autonomous Driving, Behavior Strategy, Planning & Control
  • Extras: Blogging | Visualization | Embedded | UAV control

🚘 Featured Projects

🔧 Carla ACC Strategy Demo (WIP)

End-to-end Adaptive Cruise Control demo with visualization, strategy transitions, and vehicle control via Python + CARLA.

  • Strategy: Cruise / Follow / Brake / Cut-in / Stop & Go
  • Input: Radar-like virtual data from CARLA
  • Control: Acceleration commands via PID
  • Output: Real-time visualization + debug HUD

📎 [Link coming soon]


📚 ACC 策略逻辑拆解 Blog

中文技术博客,系统梳理了 ACC 功能的状态机、cut-in/cut-out策略、测试要点与控制公式。

  • 博客主页
  • 包含自动起步、误识别问题分析、TTC防撞策略等真实项目场景拆解。

🚁 UAV Behavior Control + GA Optimization

Genetic Algorithm-powered UAV behavior selector using a Subsumption architecture.

  • Finite-State + Learning hybrid model
  • Real-time path planning + obstacle avoidance
  • ROS + Cluon microservice implementation

🔗 Repo (coming soon)


📝 I Also Write

  • 🎯 LCC(Lane Centering Control)与 ALC(Automatic Lane Change)策略解析
  • 🔄 LKA(车道保持辅助)策略设计与问题集
  • ⚠️ NOP(Navigate on Pilot)功能逻辑与子功能模块解析
    ➡️ All available on: https://chloexue00.github.io

📫 Reach Me


Chloe's GitHub stats

“Do not go where the path may lead, go instead where there is no path and leave a trail.”

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