A combination of multi-GNSS time transfer based on the fault-tolerant federated Kalman filter

W Wang, S Dong, W Wu, D Guo, Z Gao… - Advances in Space …, 2023 - Elsevier
In order to make full use of multi-GNSS constellations for time transfer, we propose a multi-
GNSS combination method based on the fault-tolerant federated Kalman filter. First, the …

[HTML][HTML] GNSS Receiver Fingerprinting Based on Time Skew of Embedded CSAC Clock

S Gui, L Dai, M Shi, J Wang, C Tang, H Wu, J Zhao - Sensors, 2024 - mdpi.com
GNSS spoofing has become a significant security vulnerability threatening remote sensing
systems. Hardware fingerprint-based GNSS receiver identification is one of the solutions to …

A VMD-PE-SG denoising method based on K–L divergence for satellite atomic clock

L Yifeng, X Jiangning, L Fangneng… - … Science and Technology, 2023 - iopscience.iop.org
The time scale of the global navigation satellite system (GNSS) is the core element for its
position, navigation and timing services. A highly stable atomic clock is essential to ensure …

Time Transfer Link fusion algorithm based on wavelet multi-resolution analysis

X Wang, S Dong, H Song, B Sun, W Wu, W Wang… - Measurement, 2024 - Elsevier
To raise the precision and stability of time transfer links, a wavelet-based multi-resolution
data fusion technique is offered. This approach fixes the “Day-Boundary discontinuities” in …

Determination of Theoretical Kalman Filter Performance for Atomic Clock Estimation Through Equivalent Linear Time-Invariant Systems

Y Wu - IEEE Transactions on Aerospace and Electronic …, 2023 - ieeexplore.ieee.org
Kalman filters (KFs) are widely used in atomic clock estimation. However, their theoretical
performances are not strictly determined by traditional methods when the observation …

High precision frequency source anomaly monitor using Kolmogorov-Arnold Networks

S Gui, J Wang, C Tang, J Zhao - 2024 22nd International …, 2024 - ieeexplore.ieee.org
Timely detection of abnormalities in clock sources is a crucial issue in the miniaturization
and widespread adoption of high-performance clock sources. This paper investigates two …

Anomaly detection for atomic clocks using unsupervised machine learning algorithms

E Chen, A Charbonneau, M Gertsvolf, Y Wang - Metrologia, 2024 - iopscience.iop.org
Atomic clocks are the most accurate timekeeping instruments in the world and play a crucial
role in numerous applications, notably in satellite navigation. Nonetheless, the accuracy of …

The weak frequency anomaly detection method of atomic clocks based on Kalman filter and extrapolation-accumulation

R Yan, J Liu, J Wu, C Xu, Y Hu - Measurement and Control, 2021 - journals.sagepub.com
A new method based on the innovation of Kalman filter and extrapolation-accumulation is
proposed to detect weak frequency anomalies in atomic clocks with short detection time and …

Resilient evaluation algorithm of caesium fountain clock based on robust adaptive observation model

X Wang, Y Yang, Y Lin, B Wang, C Han - Physica Scripta, 2023 - iopscience.iop.org
The caesium fountain clock (CSF) is a primary frequency standard used to define the
second, which can greatly improve the autonomous timekeeping ability of laboratories …

[PDF][PDF] 星载原子钟频率跳变检测方法仿真分析研究

秦晓伟, 孙云峰, 杜二旺, 王国永 - 时间频率学报, 2020 - ntsc.cas.cn
卫星导航系统中原子钟的频率跳变直接影响着导航, 定位, 授时的精度, 因此,
有必要研究具有实时性, 准确性的频率跳变检测方法. 首先, 通过仿真分析比较基于Kalman …