项目作者: basavarajnavalgund

项目描述 :
Sensor fusion-based localization using robot-localization package
高级语言:
项目地址: git://github.com/basavarajnavalgund/Odometry-IMU-GPS-Fusion.git


Odometry, IMU, GPS fusion

ROS package used

  1. http://wiki.ros.org/robot_localization

Description

Filtered using:
1- EKF
2- UKF

Input: Odometry, IMU, and GPS (.bag file)

Output:
1- Filtered path trajectory
2- Filtered latitude, longitude, and altitude

It runs 3 nodes:
1- An kf instance that fuses Odometry and IMU, and outputs state estimate approximations
2- A second
kf instance that fuses the same data with GPS
3- An instance navsat_transform_node, it takes GPS data and produces pose data

Also compared memory consumption of EKF and UKF nodes via htop

Please refer docs folder for results