MEMS inertial sensor calibration technology: Current status and future trends

X Ru, N Gu, H Shang, H Zhang - Micromachines, 2022 - mdpi.com
A review of various calibration techniques of MEMS inertial sensors is presented in this
paper. MEMS inertial sensors are subject to various sources of error, so it is essential to …

[HTML][HTML] Integrated trajectory estimation for 3D kinematic mapping with GNSS, INS and imaging sensors: A framework and review

F Pöppl, H Neuner, G Mandlburger, N Pfeifer - ISPRS Journal of …, 2023 - Elsevier
Trajectory estimation refers to the task of obtaining position and orientation estimates by
fusing various sensor inputs. In kinematic mapping, global navigation satellite systems …

Collossl: Collaborative self-supervised learning for human activity recognition

Y Jain, CI Tang, C Min, F Kawsar… - Proceedings of the ACM on …, 2022 - dl.acm.org
A major bottleneck in training robust Human-Activity Recognition models (HAR) is the need
for large-scale labeled sensor datasets. Because labeling large amounts of sensor data is …

SensorID: Sensor calibration fingerprinting for smartphones

J Zhang, AR Beresford, I Sheret - 2019 IEEE Symposium on …, 2019 - ieeexplore.ieee.org
Sensors are an essential component of many computer systems today. Mobile devices are a
good example, containing a vast array of sensors from accelerometers and GPS units, to …

ReFuSeAct: Representation fusion using self-supervised learning for activity recognition in next generation networks

SA Khowaja, P Khuwaja, FA Dharejo, S Raza, IH Lee… - Information …, 2024 - Elsevier
Over the years, wearable sensors have gained a lot of attention from the research
community due to their non-invasive nature, adoption of sensors by general public, and their …

[图书][B] Multicopter design and control practice: a series experiments based on MATLAB and Pixhawk

Q Quan, X Dai, S Wang - 2020 - books.google.com
As the sister book to “Introduction to Multicopter Design and Control,” published by Springer
in 2017, this book focuses on using a practical process to help readers to deepen their …

A review of small UAV navigation system based on multi-source sensor fusion

X Ye, F Song, Z Zhang, Q Zeng - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
In recent years, unmanned aircraft systems (UASs) have played an increasingly significant
role in the military and civil fields. The flight control system, as the “hub” of an unmanned …

Inertial motion tracking on mobile and wearable devices: Recent advancements and challenges

Z Song, Z Cao, Z Li, J Wang… - Tsinghua Science and …, 2021 - ieeexplore.ieee.org
Motion tracking via Inertial Measurement Units (IMUs) on mobile and wearable devices has
attracted significant interest in recent years. High-accuracy IMU-tracking can be applied in …

Low-cost inertial measurement unit calibration with nonlinear scale factors

X Zhang, C Zhou, F Chao, CM Lin… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Inertial measurement units (IMUs) have been widely used to provide accurate location and
movement measurement solutions, along with the advances of modern manufacturing …

A systematic review of user-conducted calibration methods for MEMS-based IMUs

A Harindranath, M Arora - Measurement, 2023 - Elsevier
MEMS-IMUs 1 are cost-effective, self-contained, small-size, low-power devices used in
various motion tracking and sensing applications. The triaxial gyroscope and accelerometer …