卡尔曼滤波程序 Resources

Showing items tagged with "卡尔曼滤波程序"

GPS/INS Position Integration Output Correction Matlab Simulation File Description: s_GPS_INS_position_sp_demo.m - Main integration file implementing the correction framework kalman_GPS_INS_position_sp_NFb.m - Kalman filter program with specialized state prediction and measurement update functions ode500.mat - Aircraft flight trajectory and INS output dataset containing position, velocity, and sensor data Place all three files in the same directory and execute the main file to run the simulation. This implementation is particularly helpful for beginners in integrated navigation systems. Simulation results are provided. Note: The simulation results use 3-hour data files, while the included data file covers 500 seconds only. Reference

MATLAB 236 views Tagged

A comprehensive Kalman filter implementation featuring a MATLAB GUI interface (matlab-kalman-GUI). This fully commented program includes three practical sample implementations with clear algorithm explanations. Serves as an excellent development guide for understanding and designing various Kalman filter types, featuring key functions for state prediction, measurement updates, and covariance calculations. Includes supplemental documentation from initial learning stages to support research and educational purposes. (No password required)

MATLAB 282 views Tagged

MATLAB routine for Kalman filtering with position and velocity prediction - modified code with clear implementation, easy to understand and suitable for beginners' reference

MATLAB 279 views Tagged