Measuring and computing cognitive statuses of construction workers based on electroencephalogram: a critical review
Construction workers' cognitive statuses affecting their safety and productivity are essential
for successful construction management. Electroencephalogram (EEG) provides a potential …
for successful construction management. Electroencephalogram (EEG) provides a potential …
[HTML][HTML] A systemic review of available low-cost EEG headsets used for drowsiness detection
J LaRocco, MD Le, DG Paeng - Frontiers in neuroinformatics, 2020 - frontiersin.org
Drowsiness is a leading cause of traffic and industrial accidents, costing lives and
productivity. Electroencephalography (EEG) signals can reflect awareness and …
productivity. Electroencephalography (EEG) signals can reflect awareness and …
Identifying mental fatigue of construction workers using EEG and deep learning
Y Wang, Y Huang, B Gu, S Cao, D Fang - Automation in Construction, 2023 - Elsevier
Construction workers frequently experience mental fatigue owing to the high cognitive load
of their tasks in a dynamic, complex environment, diminishing their cognitive ability and …
of their tasks in a dynamic, complex environment, diminishing their cognitive ability and …
Human–robot collaboration for on-site construction
The rapid development of robotic technology makes transforming from manual activities to
human–robot collaboration (HRC) possible in construction. An HRC system can improve …
human–robot collaboration (HRC) possible in construction. An HRC system can improve …
Deep learning-based construction equipment operators' mental fatigue classification using wearable EEG sensor data
Operator attention failure due to mental fatigue during extended equipment operations is a
common cause of equipment-related accidents that result in catastrophic injuries and …
common cause of equipment-related accidents that result in catastrophic injuries and …
Brainwave-driven human-robot collaboration in construction
Due to the unstructured, fast-changing environment of construction sites, robots require
human assistance to perform various tasks, especially those involving high dexterity and …
human assistance to perform various tasks, especially those involving high dexterity and …
Effects of physical fatigue on the induction of mental fatigue of construction workers: A pilot study based on a neurophysiological approach
X **ng, B Zhong, H Luo, T Rose, J Li… - Automation in …, 2020 - Elsevier
Within a dynamic and complex working environment, fatigue statuses (involving physical
and mental fatigue) of workers on construction sites tend to have a more serious impact on …
and mental fatigue) of workers on construction sites tend to have a more serious impact on …
Investigating the impact of physical fatigue on construction workers' situational awareness
Construction is a physically demanding occupation that requires workers to exert
themselves when executing tasks. Many construction tasks involve manual handling …
themselves when executing tasks. Many construction tasks involve manual handling …
Assessment of construction workers' perceived risk using physiological data from wearable sensors: A machine learning approach
Considering that workers' safe or unsafe behaviors are responses to their perceived risk
when working, understanding workers' perceived risk is vital for safety management in the …
when working, understanding workers' perceived risk is vital for safety management in the …
Deep learning-based activity-aware 3D human motion trajectory prediction in construction
Predicting human motion is a critical requirement in various applications, with particular
significance in the construction sector. This task presents significant challenges due to the …
significance in the construction sector. This task presents significant challenges due to the …