40 years of sensor fusion for orientation tracking via magnetic and inertial measurement units: Methods, lessons learned, and future challenges

M Nazarahari, H Rouhani - Information Fusion, 2021 - Elsevier
Technological developments over the past two decades have resulted in the development of
more accurate and lightweight low-cost magnetic and inertial measurement units (MIMUs) …

9-DOF IMU-based attitude and heading estimation using an extended kalman filter with bias consideration

SB Farahan, JJM Machado, FG de Almeida… - Sensors, 2022 - mdpi.com
The attitude and heading reference system (AHRS) is an important concept in the area of
navigation, image stabilization, and object detection and tracking. Many studies and works …

Cooperative monocular-based SLAM for multi-UAV systems in GPS-denied environments

JC Trujillo, R Munguia, E Guerra, A Grau - Sensors, 2018 - mdpi.com
This work presents a cooperative monocular-based SLAM approach for multi-UAV systems
that can operate in GPS-denied environments. The main contribution of the work is to show …

Vision-based SLAM system for unmanned aerial vehicles

R Munguía, S Urzua, Y Bolea, A Grau - Sensors, 2016 - mdpi.com
The present paper describes a vision-based simultaneous localization and mapping system
to be applied to Unmanned Aerial Vehicles (UAVs). The main contribution of this work is to …

Detection of dangerous cornering in GNSS-data-driven insurance telematics

J Wahlström, I Skog, P Händel - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
We propose a framework for the detection of dangerous vehicle cornering events, based on
statistics related to the no-sliding and no-rollover conditions. The input variables are …

Radar odometry with recursive-RANSAC

EB Quist, PC Niedfeldt… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper explores the use of radar odometry for Global Positioning System-denied
navigation. The range progression from arbitrary ground-based point scatterers is used to …

Intelligent real-time MEMS sensor fusion and calibration

D Nemec, A Janota, M Hruboš… - IEEE Sensors Journal, 2016 - ieeexplore.ieee.org
This paper discusses an innovative adaptive heterogeneous fusion algorithm based on the
estimation of the mean square error of all variables used in real-time processing. The …

EKF-based parameter identification of multi-rotor unmanned aerial vehiclesmodels

R Munguía, S Urzua, A Grau - Sensors, 2019 - mdpi.com
This work presents a method for estimating the model parameters of multi-rotor unmanned
aerial vehicles by means of an extended Kalman filter. Different from test-bed based …

A GPS-aided inertial navigation system in direct configuration

R Munguía - Journal of applied research and technology, 2014 - scielo.org.mx
This work presents a practical method for estimating the full kinematic state of a vehicle,
along with sensor error parameters, through the integration of inertial and GPS …

An adaptive complementary Kalman filter using fuzzy logic for a hybrid head tracker system

CH Kang, CG Park, JW Song - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, a sensor fusion algorithm that integrates gyroscope and vision measurements
using an adaptive complementary Kalman filter is proposed to estimate the attitude of a …