Abstract | ||
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Fatigue and nervousness are two of the most common bad states of air traffic controllers at work. To analyze the effects of fatigue and nervousness of tower controllers on the control efficiency, a tower control simulation experiment was designed to collect 22 participants' control performance data and the data of 19 participants were collected successfully. Four states, sober (SO), fatigue (FA), nervous (NE) and fatigue & nervous (FN), were designed. Seven indices of control efficiency were defined and analyzed, including three objective indices: task duration (TD), mean called frequency (MCF) by pilot per-flight and mean speech service time (MSST) for each flight and four subjective evaluation indices: instruction moment score (IMS), situation awareness score (SAS), transient mistake times (TMT) and result mistake times (RMT). The analysis results showed that all the indices were significantly different among the four states. Both fatigue and nervousness can impair control performance and reduce control efficiency. Under the influence of fatigue or nervousness, controllers' initiative and situation awareness will decrease and be more likely to make transient mistakes. At same time, controllers in fatigue state need more time and more communication speech per flight to manage the operation. Controllers in nervous state will make mistake more easily than sober and fatigue states. It can be inferred that fatigue mainly makes controllers' work speed slower and nervousness leads to more control mistakes. These findings are expected to improve the optimization of control efficiency and work management of air traffic. |
Year | DOI | Venue |
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2018 | 10.1007/978-3-319-91122-9_9 | Lecture Notes in Artificial Intelligence |
Keywords | Field | DocType |
Tower controller,Control efficiency,Fatigue,Nervousness | Control theory,Tower,Mistake,Computer science,Air traffic control,Simulation,Situation awareness,Service time | Conference |
Volume | ISSN | Citations |
10906 | 0302-9743 | 0 |
PageRank | References | Authors |
0.34 | 1 | 4 |
Name | Order | Citations | PageRank |
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Xingjian Zhang | 1 | 0 | 0.68 |
Peng Bai | 2 | 0 | 0.34 |
Xinglong Wang | 3 | 3 | 1.78 |
Yifei Zhao | 4 | 94 | 7.61 |