Resilient observation models for seafloor geodetic positioning

Y Yang, X Qin - Journal of Geodesy, 2021 - Springer
Acoustic positioning of the seafloor geodetic network is subject to the complex ocean
environment. The measurements are strongly affected by time-varying and location-varying …

Strong tracking UKF-based hybrid algorithm and its application to initial alignment of rotating SINS with large misalignment angles

J Liu, X Chen, J Wang - IEEE Transactions on Industrial …, 2022 - ieeexplore.ieee.org
In this article, the fast and precise initial alignment of the low-cost rotary strapdown inertial
navigation system under mooring conditions is investigated. The unscented Kalman filter …

An adaptive and robust UKF approach based on Gaussian process regression-aided variational Bayesian

X Lyu, B Hu, K Li, L Chang - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
In this study, both adaptive and robust one is proposed, considering that the properties of a
classic unscented Kalman filter (UKF) can be degraded severely by the outliers measured in …

Tightly coupled GNSS/INS integration with robust sequential kalman filter for accurate vehicular navigation

Y Dong, D Wang, L Zhang, Q Li, J Wu - Sensors, 2020 - mdpi.com
With the development of multi-constellation multi-frequency Global Navigation Satellite
Systems (GNSS), more and more observations are available for tightly coupled …

Adaptive robust unscented Kalman filter for AUV acoustic navigation

J Wang, T Xu, Z Wang - Sensors, 2019 - mdpi.com
Autonomous underwater vehicle (AUV) acoustic navigation is challenged by unknown
system noise and gross errors in the acoustic observations caused by the complex marine …

Real-time outlier detection in integrated GNSS and accelerometer structural health monitoring systems based on a robust multi-rate Kalman filter

X Qu, X Ding, YL Xu, W Yu - Journal of Geodesy, 2023 - Springer
Structural health monitoring (SHM) is important in ensuring safety of large civil engineering
structures. Global Navigation Satellite Systems (GNSS)-based technology has been …

MM estimation-based robust cubature Kalman filter for INS/GPS integrated navigation system

W Guangcai, X Xu, T Zhang - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In the engineering applications, Kalman filter (KF) is the most commonly used for INS/GPS
integration. This KF-based integration is prone to divergence because of two typical …

Research progress of geodesy in China (2019—2023)

D Yamin, J Tao, Y Yuanxi, SUN Heping… - Acta Geodaetica et …, 2023 - xb.chinasmp.com
From July 11 to 20, 2023, the 28th International Union of Geodesy and Geophysics (IUGG)
general assembly was held in Berlin, Germany. According to the tradition of IUGG, the …

Underwater acoustic positioning based on the robust zero-difference Kalman filter

J Wang, T Xu, B Zhang, W Nie - Journal of Marine Science and …, 2021 - Springer
The accuracy of underwater acoustic positioning is greatly influenced by both systematic
error and gross error. Aiming at these problems, the paper proposes a robust zero-difference …

An adaptive constrained type-2 fuzzy Hammerstein neural network data fusion scheme for low-cost SINS/GNSS navigation system

S Khankalantary, S Rafatnia, H Mohammadkhani - Applied Soft Computing, 2020 - Elsevier
In low-cost micro-electro mechanical system (MEMS)-grade strap-down inertial navigation
system (SINS), failure to compensate inertial sensors errors as well as un-modeled …