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High Cognitive Load Assessment in Drivers Through Wireless Electroencephalography and the Validation of a Modified N-Back Task
16 references·3 citing·45 second hop
High Cognitive Load Assessment in Drivers Through Wireless Electroencephalography and the Validation of a Modified N-Back Task (2019)High Cognitive Load Assessment in Drivers…Assessing Cognitive Distraction in the Automobile (2015)Assessing Cognitive Distracti…Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task (2012)Sensitivity of Physiological …Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Measuring neurophysiological …Combining cognitive and visual distraction: Less than the sum of its parts (2010)Combining cognitive and visua…Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers (2009)Impact of Incremental Increas…Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines (2007)Real-Time Detection of Driver…Nasa-Task Load Index (NASA-TLX); 20 Years Later (2006)Nasa-Task Load Index (NASA-TL…An on-road assessment of cognitive distraction: Impacts on drivers’ visual behavior and braking performance (2006)An on-road assessment of cogn…Evaluation of mental workload with a combined measure based on physiological indices during a dual task of tracking and mental arithmetic (2005)Evaluation of mental workload…Mental workload while driving: Effects on visual search, discrimination, and decision making. (2003)Mental workload while driving…Driver distraction: A review of the literature (2003)Driver distraction: A review …Neurophysiological Measures of Working Memory and Individual Differences in Cognitive Ability and Cognitive Style (2000)Neurophysiological Measures o…Effects of verbal and spatial-imagery tasks on eye fixations while driving. (2000)Effects of verbal and spatial…Instructional control of cognitive load in the training of complex cognitive tasks (1994)Instructional control of cogn…Assessing pilot workload. Why measure heart rate, HRV and respiration? (1992)Assessing pilot workload. Why…The effects of mobile telephoning on driving performance (1991)The effects of mobile telepho…Air traffic controllers' mental fatigue recognition: A multi-sensor information fusion-based deep learning approach (2023)Air traffic controllers' ment…Classification of Driver Cognitive Load: Exploring the Benefits of Fusing Eye-Tracking and Physiological Measures (2022)Classification of Driver Cogn…Effects of Mobile Phone Use on Driving Performance: An Experimental Study of Workload and Traffic Violations (2021)Effects of Mobile Phone Use o…Design and Analysis: A Researcher's Handbook (1975)Human Mental Workload (1988)Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Telephone (2001)Mental workload when driving in a simulator: Effects of age and driving complexity (2009)Effects of Cognitive Load on Driving Performance: The Cognitive Control Hypothesis (2017)The “Out-of-the-Loop” concept in automated driving: proposed definition, measures and implications (2018)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Cumulative Sleepiness, Mood Disturbance, and Psychomotor Vigilance Performance Decrements During a Week of Sleep Restricted to 4–5 Hours per Night (1997)Recognition of emotions using multimodal physiological signals and an ensemble deep learning model (2016)Driver Fatigue Detection Systems: A Review (2018)A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving (2019)Architecture of Cognition (1983)Cognitive Load During Problem Solving: Effects on Learning (1988)Cognitive Load Theory and the Format of Instruction (1991)Measurement of Cognitive Load in Instructional Research (1994)Blueprints for complex learning: The 4C/ID-model (2002)Cognitive Load Theory: How Many Types of Load Does It Really Need? (2011)A Critical View of Driver Behavior Models: What Do We Know, What Should We Do? (1985)The effect of cellular phone use upon driver attention (1993)Profiles in Driver Distraction: Effects of Cell Phone Conversations on Younger and Older Drivers (2004)Cognitive Skills and Their Acquisition (2013)Eye movements in reading and information processing: 20 years of research. (1998)Sensitivity of eye-movement measures to in-vehicle task difficulty (2005)A meta-analysis of the effects of cell phones on driver performance (2008)Engineering Psychology and Human Performance (2015)Abilities: Their Structure, Growth, and Action (1974)Reasoning ability is (little more than) working-memory capacity?! (1990)What one intelligence test measures: A theoretical account of the processing in the Raven Progressive Matrices Test. (1990)Neurobiology of intelligence: science and ethics (2004)The origin of mind: Evolution of brain, cognition, and general intelligence. (2005)Anxiety selectively disrupts visuospatial working memory. (2006)Cell phone-induced failures of visual attention during simulated driving. (2003)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)On the Roles of Eye Gaze and Head Dynamics in Predicting Driver's Intent to Change Lanes (2009)Towards Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye State (2016)Detection and prediction of driver drowsiness using artificial neural network models (2017)On the economy of the human-processing system. (1979)Modeling drivers' visual attention allocation while interacting with in-vehicle technologies. (2006)Multiple resources and performance prediction (2002)Cell Phones and Driving: Review of Research (2006)Driver workload and eye blink duration (2010)Is take-over time all that matters? The impact of visual-cognitive load on driver take-over quality after conditionally automated driving (2016)NASA TLX: Software for assessing subjective mental workload (2009)A Review of Mobile Robotic Telepresence (2013)How High is High? A Meta-Analysis of NASA-TLX Global Workload Scores (2015)
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References

  • 2006Nasa-Task Load Index (NASA-TLX); 20 Years Later4,288 cited
  • 2012Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness1,336 cited
  • 1994Instructional control of cognitive load in the training of complex cognitive tasks967 cited
  • 2003Mental workload while driving: Effects on visual search, discrimination, and decision making.685 cited
  • 2000Neurophysiological Measures of Working Memory and Individual Differences in Cognitive Ability and Cognitive Style600 cited
  • 1991The effects of mobile telephoning on driving performance568 cited
  • 2006An on-road assessment of cognitive distraction: Impacts on drivers’ visual behavior and braking performance526 cited
  • 2000Effects of verbal and spatial-imagery tasks on eye fixations while driving.492 cited
  • 2007Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines482 cited
  • 2003Driver distraction: A review of the literature449 cited
  • 2005Evaluation of mental workload with a combined measure based on physiological indices during a dual task of tracking and mental arithmetic399 cited
  • 2009Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers394 cited
  • 2012Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task298 cited

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  • 2010Combining cognitive and visual distraction: Less than the sum of its parts271 cited
  • 2015Assessing Cognitive Distraction in the Automobile235 cited
  • 1992Assessing pilot workload. Why measure heart rate, HRV and respiration?214 cited
  • Cited by

    • 2022Classification of Driver Cognitive Load: Exploring the Benefits of Fusing Eye-Tracking and Physiological Measures69 cited
    • 2023Air traffic controllers' mental fatigue recognition: A multi-sensor information fusion-based deep learning approach59 cited
    • 2021Effects of Mobile Phone Use on Driving Performance: An Experimental Study of Workload and Traffic Violations56 cited