Information Processing and Human-Machine Interaction: An Approach to Cognitive Engineering
Information Processing and Human-Machine Interaction: An Approach to Cognitive Engineering
Detecting of Fatigue States of a Car Driver
ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis
Fatigue Indicators of Drowsy Drivers Based on Analysis of Physiological Signals
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
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The paper deals with evaluation of reliability of a human operator in the MMS (Man-Machine-System). In terms of controls the driver is a very universal and effective controller. In contrast to an unnatural controller the driver fatigue (both mental and physical) is reflected and it is reduces driver control abilities. The paper describes analyzing of driver trajectory and driver's state monitoring with no signs of fatigue and with fatigue. The statistical analysis of driver trajectories is given and important characteristics of dynamic driver control actions are described. These are mainly Standard deviation, Allan deviation and Poincare distance.