Multimodal features for detection of driver stress and fatigue
A Němcová, V Svozilová, K Bucsuházy… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Driver fatigue and stress significantly contribute to higher number of car accidents
worldwide. Although, different detection approaches have been already commercialized and …
worldwide. Although, different detection approaches have been already commercialized and …
[HTML][HTML] Stress monitoring using wearable sensors: a pilot study and stress-predict dataset
With the recent advancements in the field of wearable technologies, the opportunity to
monitor stress continuously using different physiological variables has gained significant …
monitor stress continuously using different physiological variables has gained significant …
A sensitivity analysis of biophysiological responses of stress for wearable sensors in connected health
Stress is known as a silent killer that contributes to several life-threatening health conditions
such as high blood pressure, heart disease, and diabetes. The current standard for stress …
such as high blood pressure, heart disease, and diabetes. The current standard for stress …
A real-time energy consumption minimization framework for electric vehicles routing optimization based on SARSA reinforcement learning
A real-time, metadata-driven electric vehicle routing optimization to reduce on-road energy
requirements is proposed in this work. The proposed strategy employs the state–action …
requirements is proposed in this work. The proposed strategy employs the state–action …
Analysis of driver's EEG given take-over alarm in SAE level 3 automated driving in a simulated environment
J Lee, JH Yang - International journal of automotive technology, 2020 - Springer
As partially automated driving vehicles are set to be mass produced, there is an increased
necessity to research situations where such partially automated vehicles become unable to …
necessity to research situations where such partially automated vehicles become unable to …
Analysis of physiological signals for stress recognition with different car handling setups
When designing a car, the vehicle dynamics and handling are important aspects, as they
can satisfy a purpose in professional racing, as well as contributing to driving pleasure and …
can satisfy a purpose in professional racing, as well as contributing to driving pleasure and …
Sensitivity of physiological measures of acute driver stress: A meta-analytic review
Background: The link between driving performance impairment and driver stress is well-
established. Identifying and understanding driver stress is therefore of major interest in terms …
established. Identifying and understanding driver stress is therefore of major interest in terms …
Recognizing and explaining driving stress using a Shapley additive explanation model by fusing EEG and behavior signals
L Yang, R Zhou, G Li, Y Yang, Q Zhao - Accident Analysis & Prevention, 2025 - Elsevier
Driving stress is a critical factor leading to road traffic accidents. Despite numerous studies
that have been conducted on driving stress recognition, most of them only focus on accuracy …
that have been conducted on driving stress recognition, most of them only focus on accuracy …
Detection of real-world driving-induced affective state using physiological signals and multi-view multi-task machine learning
D Lopez-Martinez, N El-Haouij… - 2019 8th International …, 2019 - ieeexplore.ieee.org
Affective states have a critical role in driving performance and safety. They can degrade
driver situation awareness and negatively impact cognitive processes, severely diminishing …
driver situation awareness and negatively impact cognitive processes, severely diminishing …
Emotional response analysis using electrodermal activity, electrocardiogram and eye tracking signals in drivers with various car setups
In the automotive industry, it is important to evaluate different car setups in order to match a
professional driver's preference or to match the most acceptable setup for most drivers …
professional driver's preference or to match the most acceptable setup for most drivers …