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Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challenges
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 …
application areas. Since multi-sensor is defined by the presence of more than one model or …
Inertial sensors for human motion analysis: A comprehensive review
Inertial motion analysis is having a growing interest during the last decades due to its
advantages over classical optical systems. The technological solution based on inertial …
advantages over classical optical systems. The technological solution based on inertial …
An open-source and wearable system for measuring 3D human motion in real-time
Objective: Analyzing human motion is essential for diagnosing movement disorders and
guiding rehabilitation for conditions like osteoarthritis, stroke, and Parkinson's disease …
guiding rehabilitation for conditions like osteoarthritis, stroke, and Parkinson's disease …
A dataset of asymptomatic human gait and movements obtained from markers, IMUs, insoles and force plates
Human motion capture and analysis could be made easier through the use of wearable
devices such as inertial sensors and/or pressure insoles. However, many steps are still …
devices such as inertial sensors and/or pressure insoles. However, many steps are still …
Integrating Gaze and Mouse Via Joint Cross-Attention Fusion Net for Students' Activity Recognition in E-learning
E-learning has emerged as an indispensable educational mode in the post-epidemic era.
However, this mode makes it difficult for students to stay engaged in learning without …
However, this mode makes it difficult for students to stay engaged in learning without …
[HTML][HTML] A Multi-Indicator evaluation method for Human-Machine effectiveness of lower limb wearable exoskeleton
C Chen, J Lv, Z Xu - Biomedical Signal Processing and Control, 2024 - Elsevier
The human–machine effectiveness evaluation is crucial in designing and optimizing lower
limb exoskeletons. However, the current single-indicator evaluation method lacks a unified …
limb exoskeletons. However, the current single-indicator evaluation method lacks a unified …
A wearable-sensor system with AI technology for real-time biomechanical feedback training in hammer throw
Y Wang, G Shan, H Li, L Wang - Sensors, 2022 - mdpi.com
Develo** real-time biomechanical feedback systems for in-field applications will transfer
human motor skills' learning/training from subjective (experience-based) to objective …
human motor skills' learning/training from subjective (experience-based) to objective …
A yaw correction method for pedestrian positioning using two low-cost MIMUs
J Wang, J Liu, X Xu, Z Yu, Z Li - Measurement, 2023 - Elsevier
In pedestrian inertial navigation system, the traditional zero-velocity update (ZUPT) method
establishes a velocity constraint. Based on the Kalman filter algorithm, the velocity error is …
establishes a velocity constraint. Based on the Kalman filter algorithm, the velocity error is …
3D knee and hip angle estimation with reduced wearable IMUs via transfer learning during yoga, golf, swimming, badminton, and dance
Wearable lower-limb joint angle estimation using a reduced inertial measurement unit (IMU)
sensor set could enable quick, economical sports injury risk assessment and motion …
sensor set could enable quick, economical sports injury risk assessment and motion …
Drift-free and self-aligned IMU-based human gait tracking system with augmented precision and robustness
IMU-based human joint motion acquisition system is attractive for real-time control and
monitoring in the emerging wearable technology due to its portability. However, in practical …
monitoring in the emerging wearable technology due to its portability. However, in practical …