Real-time positioning based on Kalman filter and implication of singular spectrum analysis

K Ansari - IEEE Geoscience and Remote Sensing Letters, 2020 - ieeexplore.ieee.org
Real-time positioning (RTP) is a technique used to locate the static or moving objects with
an error as small as possible. Although significant work has been conducted, and several …

Road Roughness Detection Based on Discrete Kalman Filter Model with Driving Vibration Data Input

J Li, L Wang, Y Miao, X Tong, Z Ye - International Journal of Pavement …, 2023 - Springer
Road roughness affects driving comfort and is closely related to driving safety. Detecting
road roughness is beneficial for highway maintenance decision-making. This paper …

Multi constellation GNSS precise point positioning and prediction of propagation errors using singular spectrum analysis

K Ansari, KD Park - Astrophysics and Space Science, 2018 - Springer
The present paper investigates GPS, GLONASS, and Beidou observables from the Multi-
GNSS Experiment (MGEX) network of stations in the East Asia region. Precise Point …

基于自适应有限冲激响应-卡尔曼滤波算法的GPS/INS 导航.

靳标, 李建行, 朱德宽, 郭交… - Transactions of the …, 2019 - search.ebscohost.com
导航定位系统一般采用卡尔曼滤波算法提高定位精度. 传统卡尔曼滤波算法的性能很大程度上
依赖观测噪声的先验统计信息, 不精确的统计特性将会降低定位精度. 针对此问题 …

Wasserstein Distance-Assisted Variational Bayesian Kalman Filter With Statistical Similarity Measure for GNSS/INS Integrated Navigation

Z Chen, Z Li, W Chen, Y Sun, X Ding - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Kalman filters (KFs) are affected by outliers and inaccurate measurement noise covariance
matrices (MNCMs). However, a robust adaptive filter cannot rapidly track sudden changes in …

Designing and implementing an algorithm based on an autoregressive Kalman filter to estimate well-log data

S Soltani - 2023 9th International Conference on Control …, 2023 - ieeexplore.ieee.org
Traditional Kalman filters (KF) rely strongly on former knowledge of the possibility of
unstable processes and noise consideration statistics. Inadequate priority filter statistics with …

Improved exponential weighted moving average based measurement noise estimation for strapdown inertial navigation system/Doppler velocity log integrated system

L Hou, X Xu, Y Yao, D Wang, J Tong - The Journal of Navigation, 2021 - cambridge.org
The strapdown inertial navigation system (SINS) with integrated Doppler velocity log (DVL)
is widely utilised in underwater navigation. In the complex underwater environment …

Adaptive waveform selection for maneuvering target tracking in cognitive radar

B Jin, J Guo, B Su, D He, Z Zhang - Digital Signal Processing, 2018 - Elsevier
Cognitive radar can adjust the transmitted waveform adaptively to the external dynamic
environment for a better target tracking performance than the traditional radar transmitting …

A Hybrid State Representation-Based GNSS Filtering Model to Improve Vehicular Positioning Performance

X Tao, X Zhang, F Zhu, W Liu, L Li - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
In the era of intelligence, there is a huge demand for precise positioning in the fields such as
automatic driving, assisted driving, and vehicle to everything. Due to the continuous and …

A Novel Vehicle Localization Method Based-on Adaptive Singular Spectrum Analysis Using Low-Cost INS/GNSS

L Zhao, T Chen, P Yuan, Z Tang, J Wang - IEEE Access, 2023 - ieeexplore.ieee.org
A low-cost inertial navigation system (INS) and global navigation satellite system (GNSS)
fusion position estimator is affected by accuracy limitations and multiple noises, leading to …