On the correlations between air traffic and controller ' s eye movements

Air traffic controllers always play an important role in the air transportation system. However, the understanding of the interaction between controllers’ cognitive activities and complex traffic activities are less addressed. Many kinds of metrics have been summarized to analyze complex traffic situations. Eye movements are considered to be related to cognitive activities. This paper aims to investigate quantitative correlations between air traffic controller's eye movement activities and traffic activities. Eye-tracking data and flight radar tracks are recorded during real-time simulations. Commonly used eye movement and traffic measures are calculated. Linear or nonlinear correlations between traffic measures and visual measures are profoundly examined based on time series analysis techniques. We assume that there are three types of cognitive activities during the control process, i.e. targets tracking, conflict recognition, and attention allocation. Various combinations between eye movements and traffic activities are identified correspond to the different cognitive behaviors. Keywords-air traffic management; eye movements; correlations

[1]  Laudeman,et al.  DYNAMIC DENSITY: AN AIR TRAFFIC MANAGEMENT METRIC , 1998 .

[2]  Dietrich Grasshoff,et al.  Eye-tracking parameters as a predictor of human performance in the detection of automation failures , 2013 .

[3]  Brian Hilburn,et al.  COGNITIVE COMPLEXITY IN AIR TRAFFIC CONTROL: A LITERATURE REVIEW , 2004 .

[4]  Shayne Loft,et al.  Modeling and Predicting Mental Workload in En Route Air Traffic Control: Critical Review and Broader Implications , 2007, Hum. Factors.

[5]  Jonathan Histon,et al.  Mitigating complexity in Air Traffic Control : the role of structure-based abstractions , 2008 .

[6]  Minghua Hu,et al.  Statistical Analysis of Air Traffic Controllers’ Eye Movements , 2015 .

[7]  Diana Schmidt A Queuing Analysis of the Air Traffic Controller''s Workload , 1978 .

[8]  Keith S. Karn,et al.  Commentary on Section 4. Eye tracking in human-computer interaction and usability research: Ready to deliver the promises. , 2003 .

[9]  Eileen Kowler Eye movements: The past 25years , 2011, Vision Research.

[10]  Poong Hyun Seong,et al.  Experimental investigation between attentional-resource effectiveness and perception and diagnosis in nuclear power plants , 2014 .

[11]  Daniel Delahaye,et al.  Air traffic complexity based on dynamical systems , 2010, 49th IEEE Conference on Decision and Control (CDC).

[12]  Arnab Majumdar,et al.  Air Traffic Control Complexity and Safety , 2007 .

[13]  Banavar Sridhar,et al.  Airspace Complexity and its Application in Air Traffic Management , 1998 .

[14]  Keumjin Lee,et al.  Air Traffic Complexity: An Input-Output Approach , 2007, 2007 American Control Conference.

[15]  Ulf Ahlstrom,et al.  Using eye movement activity as a correlate of cognitive workload , 2006 .

[16]  S. Puechmorel,et al.  Air traffic complexity map based on non linear dynamical systems , 2004 .

[17]  Lynne Martin,et al.  An Overview of Current Capabilities and Research Activities in the Airspace Operations Laboratory at NASA Ames Research Center , 2014 .

[18]  Anthony J. Masalonis,et al.  DYNAMIC DENSITY AND COMPLEXITY METRICS FOR REALTIME TRAFFIC FLOW MANAGEMENT , 2003 .

[19]  André Dittmar,et al.  Mental workload in air traffic control: an index constructed from field tests. , 2004, Aviation, space, and environmental medicine.

[20]  AN EVALUATION OF DYNAMIC DENSITY METRICS USING RAMS DRAFT April 2001 , 2004 .

[21]  S. Martinez-Conde,et al.  Neuroscience and Biobehavioral Reviews , 2022 .

[22]  George L. Donohue,et al.  Temporal and Spatial Distribution of Airspace Complexity for Air Traffic Controller Workload-Based Sectorization , 2004 .

[23]  L. McIntire,et al.  Detection of vigilance performance using eye blinks. , 2014, Applied ergonomics.

[24]  Julian Sanchez,et al.  Eye-Tracking Analysis of Near-Term Terminal Automation for Arrival Coordination , 2009 .

[25]  Carol A. Manning,et al.  USING AIR TRAFFIC CONTROL TASKLOAD MEASURES AND COMMUNICATION EVENTS TO PREDICT SUBJECTIVE WORKLOAD , 2002 .

[26]  J. May,et al.  Eye movement indices of mental workload. , 1990, Acta psychologica.