Individual Prediction Modelling for Air Traffic Control using Supervised Learning

In the future, Air Traffic Controllers are expected to work together with more advanced computer-based automation that can automatically take action. The main challenge is then how to design computer-based tools such that they foster acceptance among air traffic controllers. One possible approach to foster acceptance is by matching the automated...

Lateral and Vertical Air Traffic Control Under Uncertainty Using Reinforcement Learning

Air traffic demand has increased at an unprecedented rate in the last decade (albeit interrupted by the COVID pandemic), but capacity has not increased at the same rate. Higher levels of automation and the implementation of decision-support tools for air traffic controllers could help increase capacity and catch up with demand. The air traffic...

Evaluation of a Decision-Based Invocation Strategy for Adaptive Support for Air Traffic Control

Air traffic controller workload is a limiting factor in the current air traffic management system. Adaptive support systems have the potential to balance controller workload and gain acceptance as they provide support during times of need. Challenges in the design of adaptive support systems are to decide when and how to trigger support. The...

Enhancement of Air Traffic Controller's Task Engagement for Smooth Transition from Supervisory to Manual Control

To meet the increasing demands of air traffic, automated systems have been introduced to help air traffic controllers cope with the increasing air traffic in the next two decades. A challenge is that the supervision and evaluation of automated conflict detection and resolution tools have to be performed by human air traffic controllers. These...

20th International Symposium on Aviation Psychology (ISAP 2019)

The International Symposium on Aviation Psychology is convened for the purposes of: presenting the latest research on human performance problems and opportunities within aviation systems; envisioning design solutions that best utilize human capabilities for creating safe and efficient aviation systems; and bringing together scientists, research...

Strategic Conformance: Exploring Acceptance of Individual-Sensitive Automation for Air Traffic Control

LIKE many complex and time-critical domains, air traffic control (ATC) is facing a fundamental modernization that builds on the use of more advanced automation (represented by SESAR in Europe and NextGen in the United States). The current function allocation-based relationship between controller and machine is envisioned to evolve to a more...

Ecological interface design: supporting fault diagnosis of automated advice in a supervisory air traffic control task

Future air traffic control will have to rely on more advanced automation to support human controllers in their job of safely handling increased traffic volumes. A prerequisite for the success of such automation is that the data driving it are reliable. Current technology, however, still warrants human supervision in coping with (data)...

Ecological Interface Design: Sensor Failure Diagnosis in Air Traffic Control

Future air traffic control will have to rely on more advanced automation in order to support controllers in their job of safely controlling increased traffic volumes. A prerequisite for the success of such automation is that the underlying data driving it is reliable. Current technology, however, still warrants human supervision in coping with ...