40 years of sensor fusion for orientation tracking via magnetic and inertial measurement units: Methods, lessons learned, and future challenges

M Nazarahari, H Rouhani - Information Fusion, 2021 - Elsevier
Technological developments over the past two decades have resulted in the development of
more accurate and lightweight low-cost magnetic and inertial measurement units (MIMUs) …

Yaw/Heading optimization by drift elimination on MEMS gyroscope

ML Hoang, A Pietrosanto - Sensors and Actuators A: Physical, 2021 - Elsevier
The main goal of the paper is to achieve a highly accurate measurement of yaw/heading
without the support of the Global Positioning System (GPS) and magnetometer by using a …

A new technique on vibration optimization of industrial inclinometer for MEMS accelerometer without sensor fusion

ML Hoang, A Pietrosanto - Ieee Access, 2021 - ieeexplore.ieee.org
Accelerometer of the Microelectromechanical systems (MEMS) based inertial measurement
units (IMUs) is key to inclination measurement in the industry 4.0. However, external …

Yaw/Heading optimization by Machine learning model based on MEMS magnetometer under harsh conditions

ML Hoang, A Pietrosanto - Measurement, 2022 - Elsevier
The paper's main goal is to accomplish a high accuracy of yaw/heading by Machine
Learning approach when the motion range of vehicle/device calibration is limited. The …

Fusion Filters between the No Motion No Integration Technique and Kalman Filter in Noise Optimization on a 6DoF Drone for Orientation Tracking

ML Hoang, M Carratù, V Paciello, A Pietrosanto - Sensors, 2023 - mdpi.com
The paper works on the new combination between the No Motion No Integration filter
(NMNI) and the Kalman Filter (KF) to optimize the conducted vibration for orientation angles …

IEEE 1451: Communication among smart sensors using MQTT protocol

M Carratú, V Gallo, V Paciello - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Smart sensors, transducers, and sensor networks are undergoing, in recent years, a
profound transformation thanks to the spread of new communication protocols based on the …

A robust orientation system for inclinometer with full-redundancy in heavy industry

ML Hoang, A Pietrosanto - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
In the heavy industry, high-quality inclinometer has been required in terms of accuracy,
stability, and safety function for durable use in harsh environments. This paper proposes a …

Noise attenuation on IMU measurement for drone balance by sensor fusion

ML Hoang, M Carratù, V Paciello… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Stability is the key to maintain and control the drone, which is challenged by significant noise
from drone motors during operation. The paper presents the Kalman filter and …

New artificial intelligence approach to inclination measurement based on MEMS accelerometer

ML Hoang, A Pietrosanto - IEEE Transactions on Artificial …, 2021 - ieeexplore.ieee.org
The article presents a research of angular orientation based on a microelectromechanical
system (MEMS) accelerometer by using machine learning (ML) and deep learning (DL) …

Research on Nonlinear Compensation of the MEMS Gyroscope under Tiny Angular Velocity

C Ren, D Guo, L Zhang, T Wang - Sensors, 2022 - mdpi.com
The Micro-Electro-Mechanical System (MEMS) gyroscope has been widely used in various
fields, but the output of the MEMS gyroscope has strong nonlinearity, especially in the range …