[HTML][HTML] Wireless EEG: A survey of systems and studies
The popular brain monitoring method of electroencephalography (EEG) has seen a surge in
commercial attention in recent years, focusing mostly on hardware miniaturization. This has …
commercial attention in recent years, focusing mostly on hardware miniaturization. This has …
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 …
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 …
Wearable sensing technology applications in construction safety and health
The advent of wearable sensing technologies has produced unprecedented opportunities
for the near real-time collection and analysis of workers' safety and health data. To …
for the near real-time collection and analysis of workers' safety and health data. To …
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 …
Classification of perceived mental stress using a commercially available EEG headband
Human stress is a serious health concern, which must be addressed with appropriate
actions for a healthy society. This paper presents an experimental study to ascertain the …
actions for a healthy society. This paper presents an experimental study to ascertain the …
Classification of construction hazard-related perceptions using: Wearable electroencephalogram and virtual reality
Improving construction workers' safety is one of the most critical issues in the construction
industry. Methods have been developed to better identify construction hazards on a jobsite …
industry. Methods have been developed to better identify construction hazards on a jobsite …
Application of wearable biosensors to construction sites. I: Assessing workers' stress
One of the major hazards of the workplace, and in life in general, is occupational stress,
which adversely affects workers' well-being, safety, and productivity. The construction …
which adversely affects workers' well-being, safety, and productivity. The construction …
[HTML][HTML] Multimodal integration for data-driven classification of mental fatigue during construction equipment operations: Incorporating electroencephalography …
Construction equipment operations that require high levels of attention can cause mental
fatigue, which can lead to inefficiencies and accidents. Previous studies classified mental …
fatigue, which can lead to inefficiencies and accidents. Previous studies classified mental …
Feasibility analysis of electrodermal activity (EDA) acquired from wearable sensors to assess construction workers' perceived risk
Risk perception is known as a critical step in workers' safety decision-making process.
However, current approaches to assess workers' perceived risk include surveys and …
However, current approaches to assess workers' perceived risk include surveys and …