Introduction to Kalman filter and its applications

Y Kim, H Bang - … and Implementations of the Kalman Filter, 2018 - books.google.com
We provide a tutorial-like description of Kalman filter and extended Kalman filter. This
chapter aims for those who need to teach Kalman filters to others, or for those who do not …

A gated recurrent unit-based particle filter for unmanned underwater vehicle state estimation

C Lin, H Wang, M Fu, J Yuan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Target state estimation is a key technology for unmanned underwater vehicles (UUVs) to
achieve target tracking, collision avoiding, formation control, and other tasks. Compared with …

Recent advances in continuous nanomanufacturing: focus on machine learning-driven process control

S Venkatesan, MA Cullinan, M Baldea - Reviews in Chemical …, 2024 - degruyter.com
High-throughput and cost-efficient fabrication of intricate nanopatterns using top-down
approaches remains a significant challenge. To overcome this limitation, advancements are …

A novel completion status prediction for the aircraft mixed-model assembly lines: A study in dynamic Bayesian networks

Y Yao, J Zhang, S Jiang, Y Li, T Long - Advanced Engineering Informatics, 2024 - Elsevier
In the context of Industry 4.0, amidst the normalization of multi-variety and low-volume
custom flexible production models, aircraft mixed-model assembly lines (AMMALs) have …

Slam algorithm for multi-robot communication in unknown environment based on particle filter

W Liu - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
To solve the SLAM (simultaneous localization and map building) of mobile robots, a multi-
robot SLAM algorithm based on particle filter for communication in unknown environment is …

[HTML][HTML] Non-Line-of-Sight Positioning Method for Ultra-Wideband/Miniature Inertial Measurement Unit Integrated System Based on Extended Kalman Particle Filter

C Hou, W Liu, H Tang, J Cheng, X Zhu, M Chen, C Gao… - Drones, 2024 - mdpi.com
In the field of unmanned aerial vehicle (UAV) control, high-precision navigation algorithms
are a research hotspot. To address the problem of poor localization caused by non-line-of …

On-line harmonic signal denoising from the measurement with non-stationary and non-Gaussian noise

L Yu, Y Chen, Y Zhang, R Wang, Z Zhang - Signal Processing, 2022 - Elsevier
Harmonic denoising is one of the important preprocessing steps before extracting harmonic
signal characteristics. Several signal processing techniques have been developed and …

Cooperative detection based on the adaptive interacting multiple model-information filtering algorithm

S Zhang, Y Guo, Z Lu, S Wang, Z Liu - Aerospace Science and Technology, 2019 - Elsevier
This paper develops a multiaircraft cooperative detection scheme for effectively improving
the accuracy when detecting the highly maneuvering target, where the cooperative estimate …

Evenly weighted particle filter for terrain-referenced navigation using gaussian mixture proposal distribution

J Park, H Bang - 2022 International Conference on Unmanned …, 2022 - ieeexplore.ieee.org
The irreversible problematic situation of bootstrap particle filter that it is subject to the weight
collapse, is tackled with an evenly weighted setup especially in application to the terrain …

Solving gravity anomaly matching problem under large initial errors in gravity aided navigation by using an affine transformation based artificial bee colony algorithm

T Dai, L Miao, H Shao, Y Shi - Frontiers in neurorobotics, 2019 - frontiersin.org
Gravity aided inertial navigation system (GAINS), which uses earth gravitational anomaly
field for navigation, holds strong potential as an underwater navigation system. The gravity …