A comprehensive review of GNSS/INS integration techniques for land and air vehicle applications

N Boguspayev, D Akhmedov, A Raskaliyev, A Kim… - Applied Sciences, 2023 - mdpi.com
Navigation systems are of interest for applications in both civilian and military vehicles.
Satellite navigation systems and inertial navigation systems are the most applied in this …

[HTML][HTML] Multi-sensor integrated navigation/positioning systems using data fusion: From analytics-based to learning-based approaches

Y Zhuang, X Sun, Y Li, J Huai, L Hua, X Yang, X Cao… - Information …, 2023 - Elsevier
Navigation/positioning systems have become critical to many applications, such as
autonomous driving, Internet of Things (IoT), Unmanned Aerial Vehicle (UAV), and smart …

An innovative information fusion method with adaptive Kalman filter for integrated INS/GPS navigation of autonomous vehicles

Y Liu, X Fan, C Lv, J Wu, L Li, D Ding - Mechanical systems and signal …, 2018 - Elsevier
Abstract Information fusion method of INS/GPS navigation system based on filtering
technology is a research focus at present. In order to improve the precision of navigation …

Brain-like position measurement method based on improved optical flow algorithm

X Liu, J Tang, C Shen, C Wang, D Zhao, X Guo, J Li… - ISA transactions, 2023 - Elsevier
In this paper, a brain-like navigation scheme based on fuzzy kernel C-means (FKCM)
clustering assisted pyramid Lucas Kanade (LK) optical flow algorithm is developed to …

Multi-rate strong tracking square-root cubature Kalman filter for MEMS-INS/GPS/polarization compass integrated navigation system

C Shen, Y Xiong, D Zhao, C Wang, H Cao… - … Systems and Signal …, 2022 - Elsevier
The microelectromechanical system-inertial navigation system (MEMS-INS) is one of the
most widely used sensor systems in navigation but must be used with other sensors …

Cubature Kalman filter with both adaptability and robustness for tightly-coupled GNSS/INS integration

B Gao, G Hu, Y Zhong, X Zhu - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Tightly-coupled GNSS/INS (Global Navigation Satellite System/Inertial Navigation System)
integration is of importance to vehicle positioning. However, this integration technology has …

A new direct filtering approach to INS/GNSS integration

G Hu, W Wang, Y Zhong, B Gao, C Gu - Aerospace Science and …, 2018 - Elsevier
This paper presents a novel direct filtering approach to INS/GNSS (Inertial Navigation
System/Global Navigation Satellite System) integration. This approach establishes a …

Cubature rule-based distributed optimal fusion with identification and prediction of kinematic model error for integrated UAV navigation

B Gao, G Hu, Y Zhong, X Zhu - Aerospace Science and Technology, 2021 - Elsevier
Abstract Integrated MIMU/GNSS/CNS (micro-electro-mechanical system-based inertial
measurement unit/global navigation satellite system/celestial navigation system) is a …

Robust unscented Kalman filter-based decentralized multisensor information fusion for INS/GNSS/CNS integration in hypersonic vehicle navigation

G Hu, L Xu, B Gao, L Chang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Inertial navigation system/global navigation satellite system/celestial navigation system
(INS/GNSS/CNS) integration is a favorable navigation mode for hypersonic vehicles …

Maximum likelihood principle and moving horizon estimation based adaptive unscented Kalman filter

B Gao, S Gao, G Hu, Y Zhong, C Gu - Aerospace Science and Technology, 2018 - Elsevier
The classical unscented Kalman filter (UKF) requires prior knowledge on statistical
characteristics of system noises for state estimation of a nonlinear dynamic system. If the …