Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challenges

S Qiu, H Zhao, N Jiang, Z Wang, L Liu, Y An, H Zhao… - Information …, 2022 - Elsevier
This paper firstly introduces common wearable sensors, smart wearable devices and the key
application areas. Since multi-sensor is defined by the presence of more than one model or …

A survey of magnetic-field-based indoor localization

G Ouyang, K Abed-Meraim - Electronics, 2022 - mdpi.com
Magnetic fields have attracted considerable attention in indoor localization due to their
ubiquitous and infrastructure-free characteristics. This survey provides a comprehensive …

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) …

An extended complementary filter for full-body MARG orientation estimation

SOH Madgwick, S Wilson, R Turk… - IEEE/ASME …, 2020 - ieeexplore.ieee.org
Inertial sensing suites now permeate all forms of smart automation, yet a plateau exists in
the real-world derivation of global orientation. Magnetic field fluctuations and inefficient …

[HTML][HTML] Formulation of a new gradient descent MARG orientation algorithm: Case study on robot teleoperation

S Wilson, H Eberle, Y Hayashi, SOH Madgwick… - … Systems and Signal …, 2019 - Elsevier
We introduce a novel magnetic angular rate gravity (MARG) sensor fusion algorithm for
inertial measurement. The new algorithm improves the popular gradient descent …

Pose-invariant inertial odometry for pedestrian localization

Y Wang, H Cheng, C Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Inertial sensors in smartphones enable the relative state measurements for pedestrian
localization without global positioning system (GPS) signals or beacons. Any such …

The performance of Inertial Measurement Unit sensors on various hardware platforms for Binaural Head-Tracking Applications

P Franček, K Jambrošić, M Horvat, V Planinec - Sensors, 2023 - mdpi.com
Binaural synthesis with head tracking is often used in spatial audio systems. The devices
used for head tracking must provide data on the orientation of the listener's head. These …

A new home-based upper-and lower-limb telerehabilitation platform with experimental validation

A Latreche, R Kelaiaia, A Chemori… - Arabian Journal for …, 2023 - Springer
The world is witnessing interesting challenges in several fields, including medicine.
Solutions to many of these challenges are being developed in the field of artificial …

MARG attitude estimation using gradient-descent linear Kalman filter

J Wu - IEEE Transactions on Automation Science and …, 2020 - ieeexplore.ieee.org
The magnetic, angular rate, and gravity (MARG) sensor array has been widely used for
attitude estimation tasks. In this article, we report our new advances on related fusion …

Event-triggered risk-sensitive smoothing for linear Gaussian systems

M Cheng, D Shi, T Chen - Automatica, 2023 - Elsevier
An event-triggered risk-sensitive smoothing problem for linear Gaussian systems is
investigated in this paper. Due to the special cost criterion of the risk-sensitive estimation …