Observability-constrained resampling-free cubature Kalman filter for GNSS/INS with measurement outliers

B Cui, W Chen, D Weng, X Wei, Z Sun, Y Zhao, Y Liu - Remote Sensing, 2023 - mdpi.com
Integrating global navigation satellite systems (GNSSs) with inertial navigation systems
(INSs) has been widely recognized as an ideal solution for autonomous vehicle navigation …

An Anti-spoofing Model based on MVM and MCCM for a Loosely-coupled GNSS/INS/LiDAR Kalman Filter

J Chang, Y Zhang, S Fan, F Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
GNSS/INS/LiDAR-based Multi-Sensor Fusion (MSF) systems facilitate the efficient
integration of multiple navigation sensors to deliver stable and dependable positioning …

Iterated maximum mixture correntropy Kalman filter and its applications in tracking and navigation

G Wang, X Fan, J Zhao, C Yang, L Ma… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
In this article, the robust state estimation for discrete-time systems subject to non-Gaussian
process and measurement noises (PMNs) is considered. Employing the ability of mixture …

A lightweight odometry network for GNSS/INS integration during GNSS outages

Z Yu, J Jiang, P Yan, Y Li, J Wu, D Xie - Applied Soft Computing, 2024 - Elsevier
In challenging environments like urban canyons and tunnels, the Global Navigation Satellite
System (GNSS) signal can be interrupted. When this happens, the integrated Global …

Integrating GRU with a Kalman Filter to Enhance Visual Inertial Odometry Performance in Complex Environments

TE Tabassum, Z Xu, I Petrunin, ZA Rana - Aerospace, 2023 - mdpi.com
To enhance system reliability and mitigate the vulnerabilities of the Global Navigation
Satellite Systems (GNSS), it is common to fuse the Inertial Measurement Unit (IMU) and …

Gnss signal quality in forest stands for off-road vehicle navigation

M Rybansky, V Kratochvíl, F Dohnal, R Gerold… - Applied Sciences, 2023 - mdpi.com
One of the basic possibilities of orientation in forest stands is the use of global navigation
satellite systems (GNSS). Today, these systems are used for pedestrian orientation and also …

[HTML][HTML] Robust Attitude Estimation for Low-Dynamic Vehicles Based on MEMS-IMU and External Acceleration Compensation

J Chen, B Cui, X Wei, Y Zhu, Z Sun, Y Liu - Sensors, 2024 - mdpi.com
Attitude determination based on a micro-electro-mechanical system inertial measurement
unit (MEMS-IMU) has attracted extensive attention. The non-gravitational components of the …

A Robust GPS Navigation Filter Based on Maximum Correntropy Criterion with Adaptive Kernel Bandwidth

DJ Jwo, YL Chen, TS Cho, A Biswal - Sensors, 2023 - mdpi.com
Multiple forms of interference and noise that impact the receiver's capacity to receive and
interpret satellite signals, and consequently the preciseness of positioning and navigation …

Seamless Micro-Electro-Mechanical System-Inertial Navigation System/Polarization Compass Navigation Method with Data and Model Dual-Driven Approach

H Zhao, C Shen, H Cao, X Chen, C Wang, H Huang… - Micromachines, 2024 - mdpi.com
The integration of micro-electro-mechanical system–inertial navigation systems (MEMS-
INSs) with other autonomous navigation sensors, such as polarization compasses (PCs) …

Maximum correntropy based spectral redshift estimation for spectral redshift navigation

G Gao, Y Zhong, Z Gao, H Zong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article presents a maximum correntropy method of redshift estimation for spectral
redshift navigation (SRN). It converts the problem of spectral redshift estimation to a problem …