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Personal — 2024

Extended Kalman Filter with Corner-Based Landmark Localisation

ROS Embedded Systems Localisation Gazebo

Overview

Gazebo simulation of a differential drive robot, fusing wheel-encoder odometry with LIDAR landmark (corner) detections using an Extended Kalman Filter (EKF).

The EKF corrects pose estimation with measurement updates from detected corners for continuous, drift-reduced localisation.