De Crescenzio, Francesca and Di Flumeri, Gianluca and Ohneiser, Oliver and Kraemer, Jan and Berberian, Bruno and Bagassi, Sara and Sciaraffa, Nicolina and Aricò, Pietro and Borghini, Gianluca and Babiloni, Fabio (2017) Preliminary Findings on how to Mitigate Negative Impacts of Monitoring High Levels of Automation. SESAR Innovation Days 2017, 2017-11-28 - 2017-11-30, Belgrad, Serbien.
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Abstract
The MINIMA (Mitigating Negative Impacts of Monitoring high levels of Automation) project assumes that air traffic controllers in the future will have to operate in a highly automated environment through dedicated HMIs (Human Machine Interfaces). It is expected that such controllers will perform a role with significantly more monitoring portion than today. However, this raises the risk of a lack of involvement and OOTL (Out-Of-The-Loop) effects. Therefore, the MINIMA team has conceived a system to control and mitigate such OOTL effect. In order to demonstrate such concept an experimental simulation set-up has been designed. Such set-up comprises two parts: 1) a Task Environment comprising a TMA (Terminal Maneuvering Area) Simulator as well as 2) a Vigilance and Attention Controller based on neurophysiological data recording such as EEG and eye-tracking devices. By measuring the actual level of controllers’ attention while operating in a highly automated environment, adaptive automation systems are triggered in order to mitigate the negative effects of automation. This paper describes the system implemented to run the experiments needed to demonstrate and validate the MINIMA concept. Moreover, results coming from a preliminary set of tests that have been conducted in order to tune the Vigilance and Attention Controller are reported.
Item URL in elib: | https://elib.dlr.de/116167/ | ||||||||||||||||||||||||||||||||||||||||||||
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Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||||||||||||||||||||||||||||||
Title: | Preliminary Findings on how to Mitigate Negative Impacts of Monitoring High Levels of Automation | ||||||||||||||||||||||||||||||||||||||||||||
Authors: |
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Date: | November 2017 | ||||||||||||||||||||||||||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||||||||||||||||||||||||||
Open Access: | No | ||||||||||||||||||||||||||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||||||||||||||||||||||||||
In SCOPUS: | No | ||||||||||||||||||||||||||||||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||||||||||||||||||||||||||||||
Status: | Published | ||||||||||||||||||||||||||||||||||||||||||||
Keywords: | Human Factors, Human Centered Automation, Adaptive Automation, Air Traffic Management, Neuropsychology, Vigilance, Electroencephalography, Machine Learning | ||||||||||||||||||||||||||||||||||||||||||||
Event Title: | SESAR Innovation Days 2017 | ||||||||||||||||||||||||||||||||||||||||||||
Event Location: | Belgrad, Serbien | ||||||||||||||||||||||||||||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||||||||||||||||||||||||||||
Event Start Date: | 28 November 2017 | ||||||||||||||||||||||||||||||||||||||||||||
Event End Date: | 30 November 2017 | ||||||||||||||||||||||||||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||||||||||||||||||
HGF - Program: | Aeronautics | ||||||||||||||||||||||||||||||||||||||||||||
HGF - Program Themes: | air traffic management and operations | ||||||||||||||||||||||||||||||||||||||||||||
DLR - Research area: | Aeronautics | ||||||||||||||||||||||||||||||||||||||||||||
DLR - Program: | L AO - Air Traffic Management and Operation | ||||||||||||||||||||||||||||||||||||||||||||
DLR - Research theme (Project): | L - Human factors and safety in Aeronautics (old) | ||||||||||||||||||||||||||||||||||||||||||||
Location: | Braunschweig | ||||||||||||||||||||||||||||||||||||||||||||
Institutes and Institutions: | Institute of Flight Guidance > Systemergonomy Institute of Flight Guidance > Controller Assistance | ||||||||||||||||||||||||||||||||||||||||||||
Deposited By: | Kraemer, Jan | ||||||||||||||||||||||||||||||||||||||||||||
Deposited On: | 30 Nov 2017 12:00 | ||||||||||||||||||||||||||||||||||||||||||||
Last Modified: | 24 Apr 2024 20:20 |
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