Generalizable end-to-end deep learning frameworks for real-time attitude estimation using 6DoF inertial measurement units

AA Golroudbari, MH Sabour - Measurement, 2023 - Elsevier
This paper presents a novel end-to-end deep learning framework for real-time inertial
attitude estimation using 6DoF IMU measurements. Inertial Measurement Units are widely …

Adaptive robust federal Kalman filter for multi-sensor fusion positioning systems of intelligent vehicles

Z Zhang, X Zhou, C Wang, W Zhao, G Wu… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Multisensor fusion positioning is an important technology for achieving high-precision
positioning of intelligent vehicles in complex road scenes. However, the existing fusion …

Bounding of correlated double-differenced GNSS observation errors using NRTK for precise positioning of autonomous vehicles

H Elsayed, A El-Mowafy, K Wang - Measurement, 2023 - Elsevier
Bounding satellites' nominal measurement errors to calculate the protection level (PL) of the
position error is a salient step of integrity monitoring of positioning autonomous vehicles …

Attitude estimation in challenging environments by integrating low-cost dual-antenna GNSS and MEMS MARG sensor

W Ding, W Sun, H Yan, Y Jiang, Y Gao - GPS Solutions, 2025 - Springer
Vehicular attitude can be estimated using micro-electro-mechanical systems (MEMS) based
magnetic, angular rate, and gravity (MARG) sensors or global navigation satellite systems …

Solving the least squares (anti)-Hermitian solution for quaternion linear systems

X Fan, Y Li, M Zhang, J Zhao - Computational and Applied Mathematics, 2022 - Springer
In this paper, based on semi-tensor product of quaternion matrices, we explore the operation
conclusion of quaternion matrices under vector representation, which can realize the …

Low cost IMU attitude estimation algorithm based on measurement adaptive reduced DCM

X Wei, Y Zhang, S Fan, W Gao, F Shen… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Attitude estimation is critical for navigation and control systems, and low-cost inertial
measurement units (IMUs) have become a preferred choice for many applications due to …

Comprehensive calibration and laboratory validation of a micro electromechanical system sensor-based flexible inclinometer

G Zheng, B Yuan, F Lv, Q Shen, Z Tang… - Measurement Science …, 2024 - iopscience.iop.org
Real-time monitoring of slopes, tunnels, and dams is important for ensuring the long-term
stability and reliability of such structures. Despite the successes of current technologies in …

A novel deep earth observation-oriented methods for enhancing magnetometry sensor stability

H Yang, Y Sun, H Xu, Z Yao, Y Wang - Measurement, 2022 - Elsevier
The existing magnetic sensors are sensitive to temperature and are prone to temperature
drift, which makes it difficult to guarantee detection accuracy when working continuously at …

Augmentation for unmanned aerial vehicle position estimation using MARG and optical flow sensors

X Li, F He, Q Xu - Journal of Physics: Conference Series, 2023 - iopscience.iop.org
The optical flow sensor can detect the movement of the unmanned aerial vehicle (UAV) on
the ground; thus, it is widely used for UAV flight control. The commonly used pinhole model …