Assessment of muscles fatigue based on surface EMG signals using machine learning and statistical approaches: A review

HA Yousif, A Zakaria, NA Rahim… - IOP conference …, 2019 - iopscience.iop.org
Muscle fatigue is described by the decline in muscle maximum force during contraction. The
fatigue occurs in the nervous or muscle fibre cells. The nerves produce a high-frequency …

A review of work environment risk factors influencing muscle fatigue

N Mahdavi, I Dianat, R Heidarimoghadam… - International journal of …, 2020 - Elsevier
Fatigue is a common and highly prevalent problem among workers. Muscle fatigue is the
result of general fatigue that is caused due to demographical, physical, psychosocial, and …

The usefulness of mean and median frequencies in electromyography analysis

A Phinyomark, S Thongpanja, H Hu… - … -A perspective on …, 2012 - books.google.com
Rich useful information can be obtained from the muscles and researchers can use such
information in a wide class of clinical and engineering applications by measuring surface …

Assessment of early onset of driver fatigue using multimodal fatigue measures in a static simulator

M Jagannath, V Balasubramanian - Applied ergonomics, 2014 - Elsevier
Driver fatigue is an important contributor to road accidents. This paper reports a study that
evaluated driver fatigue using multimodal fatigue measures, ie, surface electromyography …

[HTML][HTML] The Use of Wearable Systems for Assessing Work-Related Risks Related to the Musculoskeletal System—A Systematic Review

F Motta, T Varrecchia, G Chini… - … Research and Public …, 2024 - pmc.ncbi.nlm.nih.gov
Work-related musculoskeletal disorders (WRMSDs) are a leading cause of chronic
conditions among working-age adults. Preventing these disorders is crucial to reducing their …

Physiological and subjective responses to breathing resistance of N95 filtering facepiece respirators in still-sitting and walking

Y Chen, Z Yang, J Wang, H Gong - International Journal of Industrial …, 2016 - Elsevier
The objective of this study was to assess the impact of breathing resistance on physiological
and subjective responses to N95 filtering facepiece respirators (N95 FFRs) during still-sitting …

How does the use of an intraoral scanner affect muscle fatigue? A preliminary in vivo study

KBD Son, JM Lee, YT Son, JW Kim, MU Jin, KB Lee - Bioengineering, 2022 - mdpi.com
The purpose of this study was to evaluate muscle activation and fatigue in the operator
during tooth preparation and intraoral scanning by simulating these tasks in two types of …

Height and in-flight low back pain association among military helicopter pilots

CA Orsello, AS Phillips, GM Rice - Aviation, Space, and …, 2013 - ingentaconnect.com
Orsello CA, Phillips AS, Rice GM. Height and in-flight low back pain association among
military helicopter pilots. Aviat Space Environ Med 2013; 84: 32–7. Introduction: Low back …

Grip and electrophysiological sensor-based estimation of muscle fatigue while holding steering wheel in different positions

V Balasubramanian, R Bhardwaj - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
Hand position while driving varies considerably among drivers and it depends on their
training and habit of driving. In this paper, we have estimated muscle fatigue of drivers using …

Recognition of the fatigue status of pilots using BF–PSO optimized multi-class GP classification with sEMG signals

B Xu, Q Wu, C Xi, R He - Reliability Engineering & System Safety, 2020 - Elsevier
Air crashes caused by human factors pose a problem. Many researchers have focused on
aviation human factors and found that pilots' fatigue status is the key factor. In this study, a …