Factor Graphs for Navigation Applications: A Tutorial

C Taylor, J Gross - NAVIGATION: Journal of the Institute of Navigation, 2024 - navi.ion.org
This tutorial presents the factor graph, a recently introduced estimation framework that is a
generalization of the Kalman filter. An approach for constructing a factor graph, with its …

Information-Aided Inertial Navigation: A Review

D Engelsman, I Klein - IEEE Transactions on Instrumentation …, 2023 - ieeexplore.ieee.org
The performance of inertial navigation systems is largely dependent on the stable flow of
external measurements and information to guarantee continuous filter updates and bind the …

INS-DVL navigation improvement using rotational motion dynamic model of AUV

A Karmozdi, M Hashemi, H Salarieh… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
INS-DVL integration is a common method for underwater navigation. However, inherent
errors of sensors, especially in MEMS IMUs, lead to inaccuracies in estimating the position …

Integration of vehicle dynamic model and system identification model for extending the navigation service under sensor failures

P Yan, W Wen, LT Hsu - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Accurate and reliable localization is of great importance for autonomous vehicles (AV).
Mainstream localization approaches in autonomous vehicles (AV) are limited by the …

Implementation of translational motion dynamics for INS data fusion in DVL outage in underwater navigation

A Karmozdi, M Hashemi, H Salarieh… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Underwater navigation is generally accomplished through the data fusion of INS (Inertial
Navigation System) and auxiliary sensors such as DVL (Doppler Velocity Logger) sensor …

Model‐aided navigation for a quadrotor helicopter: A novel navigation system and first experimental results

P Crocoll, J Seibold, G Scholz… - … : Journal of The Institute …, 2014 - Wiley Online Library
This paper presents a novel navigation system for aiding a classic inertial navigation system
with a Vehicle Dynamics Model in a quadrotor application. The navigation system is based …

Design and practical implementation of kinematic constraints in Inertial Navigation System‐Doppler Velocity Log (INS‐DVL)‐based navigation

A Karmozdi, M Hashemi… - Navigation: Journal of The …, 2018 - Wiley Online Library
Kinematic constrained navigation is a subset of model‐aided navigation systems that is
attractive because of its independence from extra hardware equipment. In this study, the …

Enhanced drone navigation in GNSS denied environment using VDM and hall effect sensor

S Zahran, A Moussa, N El-Sheimy - ISPRS International Journal of Geo …, 2019 - mdpi.com
The last decade has witnessed a wide spread of small drones in many civil and military
applications. With the massive advancement in the manufacture of small and lightweight …

SINS/OD integrated navigation algorithm based on body frame position increment for land vehicles

H Chen, Z Zhang, Z Zhou, P Liu… - … Problems in Engineering, 2018 - Wiley Online Library
It is a challenge to achieve high accuracy navigation for land vehicles without the aid of
global navigation satellite systems (GNSS). Inertial measurement unit (IMU) and odometer …

Enhanced UAV navigation in GNSS denied environment using repeated dynamics pattern recognition

S Zahran, A Moussa… - 2018 IEEE/ION Position …, 2018 - ieeexplore.ieee.org
This paper presents an innovative approach to enhance the navigation of UAVs in GNSS
denied environments. Considering the limited space, power, and size of small UAVs, the …