yrlu / orientation_tracking-unscented_kalman_filter

Implemented Unscented Kalman Filter (UKF) for orientation tracking. Sensors fusion of accelerometer, and gyroscope

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Unscented Kalman Filter for Orientation Tracking

UPenn ESE 650 Learning in Robotics, Project 2: Unscented Kalman Filter for Orientation Tracking and Image Panoramic Stitching

Implemeted Unscented Kalman Filter (UKF) following paper:

  • Edgar Kraft, A quaternion-based unscented kalman filter for orientation tracking. Information Fusion, 2003. Proceedings of the Sixth International Conference on Information Fusion, Vol. 1 (2003), pp. 47-54.

img_stitching

  • Another ukf implementation can be found here

About

Implemented Unscented Kalman Filter (UKF) for orientation tracking. Sensors fusion of accelerometer, and gyroscope


Languages

Language:MATLAB 82.4%Language:TeX 17.6%