Relationship between physical fatigue and mental fatigue based on multimodal measurement under different load levels

H Jin, M Xiao, L Liu, S Kan, Y Fu, D Zhang - Ergonomics, 2024 - Taylor & Francis
Based on multimodal measurement methods of NASA task load index (NASA-TLX), task
performance, surface electromyography (sEMG), heart rate (HR), and functional near …

Quantitative identification of daily mental fatigue levels based on multimodal parameters

R Chen, R Wang, J Fei, L Huang… - Review of Scientific …, 2023 - pubs.aip.org
Fatigue has become an important health problem in modern life; excessive mental fatigue
may induce various cardiovascular diseases. Most current mental fatigue recognition is …

[PDF][PDF] Monitoring mental fatigue in analog space environment using optical brain imaging

X Jiao, J Bai, S Chen, Q Li - Engineering, 2013 - file.scirp.org
Accurate assessment of mental fatigue level would improve operational safety and efficacy
of astronauts for long-term space flight. Identification of neurophysiological markers can …

Research on comprehensive assessment method of mental fatigue in monitoring task

Z Wang, Y LI, Q Yan, H Wang - Space Medicine & Medical …, 2006 - pesquisa.bvsalud.org
Objective To study the relationship between eye movement, HRV indexes and mental
fatigue, find feasible objective indexes and build the comprehensive method to evaluate …

Research progress on the interaction effects and its neural mechanisms between physical fatigue and mental fatigue

L Zhang, C Zhang, F He, X Zhao, H Qi… - Sheng wu yi xue Gong …, 2015 - europepmc.org
Fatigue is an exhaustion state caused by prolonged physical work and mental work, which
can reduce working efficiency and even cause industrial accidents. Fatigue is a complex …

Mental fatigue detection based on the functional near infrared spectroscopy

Z Zhang, F Xu, H Yang, J Jiang… - … Conference on Optical …, 2017 - spiedigitallibrary.org
Mental fatigue can be induced by long time mental work, mental fatigue caused worse
performance and accidents. As a non-invasive technique, functional near-infrared …

How physical activities affect mental fatigue based on EEG energy, connectivity, and complexity

R Xu, C Zhang, F He, X Zhao, H Qi, P Zhou… - Frontiers in …, 2018 - frontiersin.org
Many studies have verified that there is an interaction between physical activities and mental
fatigue. However, few studies are focused on the effect of physical activities on mental …

Study on the preferred application-oriented index for mental fatigue detection

T Duan, N Zhang, K Li, X Hou, J Pei - International journal of …, 2018 - mdpi.com
Most of the research on mental fatigue evaluation has mainly concentrated on some indexes
that require sophisticated and large instruments that make the detection of mental fatigue …

Functional connectivity analysis and detection of mental fatigue induced by different tasks using functional near-infrared spectroscopy

Y Peng, C Li, Q Chen, Y Zhu, L Sun - Frontiers in Neuroscience, 2022 - frontiersin.org
Objectives The objective of this study was to investigate common functional near-infrared
spectroscopy (fNIRS) features of mental fatigue induced by different tasks. In addition to …

Mental fatigue prediction model based on multimodal fusion

A Song, C Niu, X Ding, X Xu, Z Song - IEEE Access, 2019 - ieeexplore.ieee.org
Mental fatigue is a kind of mental exhaustion phenomenon caused by heavy mental work,
excessive nervous tension or monotonous work for a long time, which brings great harm to …