A New Method for the Objective Registration of Mental Workload

被引:0
|
作者
Raduentz, Thea [1 ]
机构
[1] Fed Inst Occupat Safety & Hlth, Unit Mental Hlth & Cognit Capac 3 4, Noldnerstr 40-42, D-10317 Berlin, Germany
来源
ADVANCES IN NEUROERGONOMICS AND COGNITIVE ENGINEERING | 2017年 / 488卷
关键词
Mental workload; Electroencephalogram (EEG); Signal processing; Pattern recognition;
D O I
10.1007/978-3-319-41691-5_24
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Complex and highly automated systems impose high demands on employees with respect to cognitive capacity and the ability to cope with workload. Prevention of over-and underload at workplaces with high cognitive demands can be achieved by objectively registering mental workload. Hence, the goal of this work is the development of such an objective method. We briefly introduce the so-called Dual Frequency Head Maps (DFHM) for registering mental workload by means of the electroencephalogram (EEG). Based on them, we obtain an index of mental state every 5 s ranging between the classes low, moderate, and high workload. Finally, we present results from a sample set of 54 people who executed cognitive tasks like switching and AOSPAN in a laboratory setting. We then verify the integrity of the new method by comparing the results with further workload relevant biosignal data, performance data, and the NASA-TLX questionnaire.
引用
收藏
页码:279 / 290
页数:12
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