Enguang Fan's Projects
Vehicle State Estimation using Error-State Extended Kalman Filter
this demo works on my cellphone, further improve the UI design(better display JSON info)
GEARdrones是一个专为低成本无人机编队控制所开发的,集飞行控制器、UWB相对定位算法、软件上位机于一体的四旋翼无人机系统。
Open-source GNSS + inertial navigation, sensor fusion simulator. Motion trajectory generator, sensor models, and navigation
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
This is a simple demonstration of applying Markov networks to the problem of image denoising.
6-axis(3-axis acceleration sensor+3-axis gyro sensor) IMU fusion with Extended Kalman Filter.
[RA-L 2023] Official Pytorch-Lightning Implementation for "A Simple Self-Supervised IMU Denoising Method For Inertial Aided Navigation", in IEEE Robotics and Automation Letters, 2023
Some Kaggle problem solution in R
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
LeGO-LOAM-BOR: optimized Lidar Odometry and Mapping
Modular framework for online informative path planning.
Matlab Implementations of some basic motion planning algorithms, such as A*, RRT, RRT*, Minimum Snap Trajectory Generation, etc..
Named Data Networking related projects, demos and protocals
A script that you can run in the background!
ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM
Path Planning for Unmanned Aerial Vechicles in Three Dimensional Dynamic Environment using Glow-worm Swarm Optimization (A Nature Inspired Algorithm) - The code for the same is private as the research is currently under publication phase.
Repository to get started classifying MLB pitches for analysis in STAT 432
Evaluation Framework for Probabilistic Programming Languages
It is a UIUC course work. (CS 421)
Some of my projects for demo, plz feel free to check the code.
C/C++做的小项目合集带注释