Extended Kalman Filter-Based Methods for Pose Estimation Using Visual, Inertial and Magnetic Sensors: Comparative Analysis and Performance Evaluation

In this paper measurements from a monocular vision system are fused with inertial/magnetic measurements from an Inertial Measurement Unit (IMU) rigidly connected to the camera. Two Extended Kalman filters (EKFs) were developed to estimate the pose of the IMU/camera sensor moving relative to a rigid...

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Bibliographic Details
Main Authors: Gabriele Ligorio, Angelo Maria Sabatini
Format: Article
Language:English
Published: MDPI AG 2013-02-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/13/2/1919