Inertial‐Based Human Motion Capture: A Technical Summary of Current Processing Methodologies for Spatiotemporal and Kinematic Measures

BR Hindle, JWL Keogh… - Applied Bionics and …, 2021‏ - Wiley Online Library
Inertial‐based motion capture (IMC) has been suggested to overcome many of the
limitations of traditional motion capture systems. The validity of IMC is, however, suggested …

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) …

Analysis of the accuracy of ten algorithms for orientation estimation using inertial and magnetic sensing under optimal conditions: One size does not fit all

M Caruso, AM Sabatini, D Laidig, T Seel, M Knaflitz… - Sensors, 2021‏ - mdpi.com
The orientation of a magneto and inertial measurement unit (MIMU) is estimated by means
of sensor fusion algorithms (SFAs) thus enabling human motion tracking. However, despite …

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 …

Sensor fusion algorithms for orientation tracking via magnetic and inertial measurement units: An experimental comparison survey

M Nazarahari, H Rouhani - Information Fusion, 2021‏ - Elsevier
Lightweight and low-cost wearable magnetic and inertial measurement units (MIMUs) have
found numerous applications, such as aerial vehicle navigation or human motion analysis …

[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 …

Kalman filter for mobile-robot attitude estimation: Novel optimized and adaptive solutions

Á Odry, R Fullér, IJ Rudas, P Odry - Mechanical systems and signal …, 2018‏ - Elsevier
This paper proposes two novel approaches to estimate accurately mobile robot attitudes
based on the fusion of low-cost accelerometers and gyroscopes. The first part of the paper …

A novel fuzzy-adaptive extended kalman filter for real-time attitude estimation of mobile robots

Á Odry, I Kecskes, P Sarcevic, Z Vizvari, A Toth, P Odry - Sensors, 2020‏ - mdpi.com
This paper proposes a novel fuzzy-adaptive extended Kalman filter (FAEKF) for the real-time
attitude estimation of agile mobile platforms equipped with magnetic, angular rate, and …

Robust attitude estimation using IMU-only measurements

B Candan, HE Soken - IEEE Transactions on Instrumentation …, 2021‏ - ieeexplore.ieee.org
This article proposes two novel covariance-tuning methods to form a robust Kalman filter
(RKF) algorithm for attitude (ie, roll and pitch) estimation using the measurements of only an …

A smart inertial system for 24h monitoring and classification of tremor and freezing of gait in Parkinson's disease

P Pierleoni, A Belli, O Bazgir, L Maurizi… - IEEE Sensors …, 2019‏ - ieeexplore.ieee.org
The main objective of this study is the realization of advanced methods of automatic
evaluation and continuous monitoring tools for the support to the medical evaluation of …