An optimal fusion method of multiple inertial measurement units based on measurement noise variance estimation

H Huang, H Zhang, L Jiang - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
At present, most inertial systems generally only contain a single inertial measurement unit
(IMU). Considering the low cost and low accuracy of the micro-electromechanical system …

Improved optical sensor fusion in UAV navigation using feature point threshold filter

T Kim, D Kim, S Kim, Y Kim, S Han - International Journal of Aeronautical …, 2022 - Springer
This paper proposes the modified feature point threshold filter (FPTF) algorithm for UAVs to
improve optical-flow-based navigation performance depending on the altitude and velocity …

Airflow-inertial odometry for resilient state estimation on multirotors

A Tagliabue, JP How - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
We present a dead reckoning strategy for increased resilience to position estimation failures
on multirotors, using only data from a low-cost IMU and novel, bio-inspired airflow sensors …

FormerReckoning: Physics Inspired Transformer for Accurate Inertial Navigation

J Li, C Zhao, Y Mao, X Chen, W Ding, X Qu… - Proceedings of the 30th …, 2024 - dl.acm.org
Although modern localization methods have achieved remarkable accuracy with various
sensors, there are still some circumstances where only proprioceptive sensing works …

The Influence of Temporal Disturbances in EKF Calculations on the Achieved Parameters of Flight Control and Stabilization of UAVs

J Szczepaniak, B Szlachetko, M Lower - Sensors, 2024 - mdpi.com
This article investigates the causes of occasional flight instability observed in Unmanned
Aerial Vehicles (UAVs). The issue manifests as unexpected oscillations that can lead to …

Reduction of the Influence of Interfering Signals on the Longitudinal Control of UAVs with Fixed Wing

R Bréda, Š Karaffa, R Andoga… - International Journal of …, 2023 - Wiley Online Library
The presented study offers a comprehensive insight in design and application of the Kalman
filters for improvement of control efficiency of small unmanned aerial vehicles with fixed …

High Precision Attitude Estimation Based on Differential IMU Array

H Yi, D Chen, H Jiang, R Bai, Z Huang, G Li… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
To solve the low precision and poor anti-interference of a single Micro-Electro-Mechanical
System (MEMS) inertial sensor, this paper proposes a high-precision attitude estimation …

State estimation of a partially observable multi-link system with no joint encoders incorporating external dead-reckoning

T Furukawa, JJ Steckenrider… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
This paper presents a technique for state estimation of a multi-link system having no joint
encoders, which can only be partially observed by a camera. To fully observe the system …

GPS-Denied Navigation Using Low-Cost Inertial Sensors and Recurrent Neural Networks

A AbdulMajuid, O Mohamady, M Draz… - arXiv preprint arXiv …, 2021 - arxiv.org
Autonomous missions of drones require continuous and reliable estimates for the drone's
attitude, velocity, and position. Traditionally, these states are estimated by applying …

Evaluation of a Weather Plugin in Gazebo: A Case-Study of a Wind Influence on PX4-Based UAV Performance

N Imamov, B Abbyasov, T Tsoy… - International Conference …, 2024 - Springer
Unmanned aerial vehicles (UAVs) are utilized in a wide range of real-world applications
including search and rescue missions, 3D mapping, building inspection and reconstruction …