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LebinLiang/README.md

Lebin Liang

M.Eng. Student @ SIAT, CAS (Electronic Information)
Passionate about Mobile Robotics, Embedded Systems, Autonomous Driving & Sim2Real
πŸ“§ Email | πŸ‘¨β€πŸ« My Website | πŸ”— LinkedIn | πŸ™ GitHub Profile πŸ“Ί Bilibili


πŸ‡¬πŸ‡§ English


πŸ‡¬πŸ‡§ English Version (Click to expand/collapse)

πŸ‘‹ Hello, I'm Lebin Liang !

Hi there! I'm a Master's student at the Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, majoring in Electronic Information. I'm deeply passionate about Mobile Robotics, Embedded Systems, EmbodiedAI, Autonomous Driving! πŸ€–πŸš—

You can call me Michael, currently based in Shenzhen, Guangdong. I love getting my hands dirty, turning code and circuits into cool, functional robots.

✨ A Few "Fun" Facts About Me:

  • πŸŽ“ Graduated from South China Agricultural University with a major in Agricultural Mechanization and Automation, ranking 1st with a GPA of 4.31/5. Yes, high-tech can bloom in agricultural machinery too!
  • 🧠 Currently an intern at Sony China Research Institute (RDC Shenzhen), tackling the lower-level system design and reinforcement learning deployment for bipedal robots. Making robots walk is even more thrilling than it sounds!
  • πŸ† A RoboMaster competition veteran, part of a team that clinched a national first prize, and also topped a national smart car competition. Code changes the world, and wins competitions!
  • πŸ› οΈ Passionate about building robots from scratch – from hardware design (Altium Designer, STM32) to software development (ROS, C++, Python), and all the way to dynamics modeling and control.
  • πŸ‘¨β€πŸ« Served as an Embedded Systems Teaching Assistant for DJI RoboMaster's high school camps, guiding students into the fascinating world of robotics. Sharing knowledge is a joy!

πŸš€ My Tech Arsenal

I'm always working on upgrading my skill tree. Currently equipped with:

  • πŸ’» Β  Python C C++ ROS ROS2
  • 🌐 Β  STM32 C51 esp8266 esp32 arduino
  • βš™οΈ Β  Git GitHub Markdown
  • πŸ”§ Β  Visual Studio Code Sublime Keil Clion
  • πŸ–₯ Β  Altium Designer SolidWorks MATLAB Fusion360
  • Expertise: Mobile Robotics Embedded Systems Hardware Design Autonomous Driving ROS Sim2Real Reinforcement Learning Dynamics Modeling

πŸ”­ What I'm Currently Working On

  • πŸ€– Bipedal Robot Project @ Sony RDC-SZ:
    • Designing and developing the lower-level system for a bipedal robot (STM32F407, controlling 10+ DOFs).
    • Working on dynamics modeling, reinforcement learning for motion control in Isaac Lab, and Sim2Real deployment. Bringing virtual to reality!
  • πŸ“š Lifelong Learning: Exploring cutting-edge robotics technology, like advanced motion planning algorithms and smarter perception systems.

🌱 I'm Eager to Learn & Collaborate On

  • 🀝 Any exciting robotics projects, especially those involving autonomous navigation, Human-Robot Interaction (HRI), or multi-robot collaboration.
  • πŸ’‘ New embedded technologies, operating systems, or AI applications in robotics.
  • 🌍 Open-source projects! If you have cool ideas or need a hand, feel free to reach out!

πŸ† My Proudest Achievements

πŸ… Click to Expand My Awards & Publications πŸ…
  • Selected Awards:
    • πŸ₯‡ IEEE ICRA 2024 RoboMaster University Sim2Real Challenge (Second Prize) (2024.6)
    • πŸ₯‡ 21st National Collegiate RoboMaster Competition - Super Confrontation (National First Prize) (2022.8)
    • πŸ₯‡ 21st National Collegiate RoboMaster Competition - University League (Automated Infantry) (First Prize) (2022.11)
    • πŸ₯‡ 16th National University Smart Car Competition - iFlytek Smart Restaurant (National First Prize) (2021.8)
    • πŸ₯‡ 2020 Guangdong Provincial Collegiate Electronic Design Contest (Provincial First Prize) (2020.10)
  • Publications:
    • πŸ“„ "A Real-time Framework for UAV Indoor Self-Positioning and 3D Mapping Base on 2D Lidar, Stereo Camera and IMU" (First Author) - IEEE RCAR 2023
    • πŸ“„ "Design and Experiment of Navigation Control System for Translational Row Shifting of Four-Wheel Steering Boom Sprayer" (Second Student Author) - Transactions of the Chinese Society for Agricultural Machinery, 2023

πŸ› οΈ Cool Projects I've Contributed To

πŸ€– Click to Expand My Project Experience πŸ€–
  • SONY (CHINA) CO., LTD SHENZHEN BRANCH (RDC-Shenzhen) - Bipedal Robot Development (Internship 2025):
    • Responsible for lower-level system design & development (STM32F407, various communication protocols).
    • Involved in dynamics modeling, RL motion control in Isaac Lab, and Sim2Real deployment.
    • Highlights: Online detection, emergency power-off, power monitoring safety features.
  • 4WD-4WS Autonomous Sprayer Navigation Control System (2021-2023, Project Lead, National Innovation Program):
    • Developed an 8-DOF chassis kinematic model and implemented PID trajectory tracking algorithms.
    • Designed an embedded controller (CAN & USB communication).
    • Outcomes: Excellent project completion, 1 software copyright, 1 EI paper published.
  • Taurus Robotics Team - Navigation Lead (2021-2022):
    • RoboMaster Competition. Led the navigation group for the autonomous infantry robot.
    • Developed full-field localization and autonomous navigation using Mecanum wheel encoder odometry, IMU, and LiDAR.
    • Implemented traditional vision-based target recognition and enemy armor detection, enabling fully autonomous tracking and engagement.
    • Constructed the overall ROS-based robot software architecture, including a Gazebo simulation platform, and established communication between embedded hardware and application-level software.
    • Optimized navigation algorithms, designed a "small-gyro" (anti-rotation) trajectory following algorithm using tf transforms for real-time autonomous path planning, tracking, and dynamic obstacle avoidance.
    • Contributed to team building, planning, technical documentation, member training, and lab setup.
  • DJI RoboMaster High School Robotics Camp (2020-2022, Embedded Systems TA):
    • Designed and taught embedded development courses, developed ROS driver packages.
    • Successfully organized multiple STEAM robotics camps for 100+ students.
  • National University Smart Car Competition - Team Member/Captain (2020-2021):
    • Participated in 2020 (Outdoor Opto-Electronic Group) and 2021 (iFlytek Smart Restaurant Group).
    • 2020 (Ackermann Car): Achieved indoor localization and optimal multi-target path planning using LiDAR, IMU, and wheel odometry. Designed embedded controller for vehicle control, odometry, and communication.
    • 2021 (Mecanum Wheel Car): Implemented indoor localization and multi-task allocation (QR code recognition, target detection, autonomous navigation) using LiDAR, IMU. Developed a ROS-based multi-task scheduling framework with a state machine for task switching, including QR code recognition and voice announcements.
    • Responsible for team project management and task planning.

πŸ“« How to Reach Me

  • πŸ“§ Email: michael_b@qq.com
  • πŸ“ž Phone: 13610140855 (For urgent matters or collaborations)
  • GitHub: You are here!

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