ICRAT 2020 Technical Papers & Presentations

Title Abstract Paper Video Theme
Investigation of Relationship Between Trust in Automation and Human Personality Traits Among Air Traffic Controllers
Authors: Doroteja Timotic, Fedja Netjasov and Svetlana Cicevic  
pdf logo image pdf logo image   Human Performance
Solution Space Design for Continuous Descent Operations under Prediction Uncertainties
Authors: Shumpei Kamo, Judith Rosenow and Hartmut Fricke  
pdf logo image   Decision Support
Predicting the Propagation of Trajectory Uncertainty during Climb
Authors: Thomas Zeh, Judith Rosenow, Hartmut Fricke, and Richard Alligier  
pdf logo image   Decision Support
Deep Trajectory Clustering with Autoencoders
Authors: Xavier Olive, Luis Basora, Benoît Viry and Richard Alligier  
pdf logo image pdf logo image   System Performance
What’s the Relationship Between Aircraft Taxi Speed and its Pollutant Emissions?
Authors: Lijun Zheng, Rong Hu, Junfeng Zhang and Jialin Zhu  
pdf logo image pdf logo image   System Performance
A Collision Risk Assessment Method for Runway Threshold Management: A Case Study of Singapore Changi Airport
Authors: Haojie Ang, Qing Cai and Sameer Alam  
pdf logo image   System Performance
Identification of Significant Impact Factors on Arrival Flight Efficiency within TMA
Authors: Anastasia Lemetti, Tatiana Polishchuk, Valentin Polishchuk, Raúl Sáez and Xavier Prats  
pdf logo image pdf logo image   System Performance
Capacity Management based on the Integration of Dynamic Airspace Configuration and Flight Centric ATC solutions using Complexity
Authors: Marc Melgosa, Leïla Zerrouki, Predrag Terzioski, Pol Olivella and Andrija Vidosavljevic  
pdf logo image pdf logo image   System Performance
Validation of Controller Workload Predictors at Conventional and Remote Towers
Authors: Billy Josefsson, Lothar Meyer, Maximilian Peukert, Tatiana Polishchuk and Christiane Schmidt  
pdf logo image   System Performance
Predicting Aircraft Landing Time in Extended-TMA using Machine Learning Methods
Authors: Imen Dhief, Zhengyi Wang, Man Liang, Sameer Alam, Michael Schultz and Daniel Delahaye  
pdf logo image pdf logo image   System Performance
Trajectory Clustering of Inbound Aircraft based on Feature Representation and Selection
Authors: Zihan Peng, Junfeng Zhang, Xuhao Gui, Rong Hu and Dong Sui  
pdf logo image   System Performance
Dynamics of Disruption and Recovery in Air Transportation Networks
Authors: Max Z. Li, Karthik Gopalakrishnan, Hamsa Balakrishnan, Sang Shin, Darsh Jalan, Aritro Nandi and Lavanya Marla  
pdf logo image   System Performance
Flightpath 2050 door-to-door travel time goal: A comparative study on Europe and China
Authors: Pengfei Yia, Sebastian Wandelta and Xiaoqian Suna  
pdf logo image pdf logo image   System Performance
Macroscopic Fundamental Diagram for Air Traffic: Preliminary Theoretic Results and Simulation Findings
Authors: Ivan Tereshchenko, Mark Hansen and Bo Zou  
pdf logo image pdf logo image   System Performance
Full-scale Pre-Tactical Route Prediction Machine Learning to increase pre-tactical demand forecast accuracy
Authors: Manuel Mateos, Ignacio Martín, Pedro García, Ricardo Herranz, Oliva García Cantú-Ros and Xavier Prats  
pdf logo image pdf logo image   Automation and Air Vehicle Integration
Assessment of Optical Markers for On-Board Autonomous Localization of eVTOLs during Landing
Authors: Finn Hübner, Stephan Wolkow, Andreas Dekiert, Maik Angermann and Ulf Bestmann  
pdf logo image pdf logo image   Automation and Air Vehicle Integration
The Effect of Intent on Conflict Detection and Resolution at High Traffic Densities
Authors: Marta Ribeiro, Joost Ellerbroek and Jacco Hoekstra  
pdf logo image pdf logo image   Automation and Air Vehicle Integration
An Autonomous Free Airspace En-route Controller using Deep Reinforcement Learning Techniques
Author: Joris Mollinga and Herke van Hoof  
pdf logo image pdf logo image   Automation and Air Vehicle Integration
A two-stage algorithm for aircraft conflict resolution with trajectory recovery
Authors: Fernando H. C. Dias, Stephanie Rahme and David Rey  
pdf logo image pdf logo image   Automation and Air Vehicle Integration
Segmentation of Low-altitude Airspace in Highly Constrained Environments
Author: Jungwoo Cho and Yoonjin Yoon  
pdf logo image   Automation and Air Vehicle Integration
Detecting and Measuring Turbulence from Mode S Surveillance Downlink Data
Author: Xavier Olive and Junzi Sun  
pdf logo image   Environment and Energy Efficiency
FPCA applied to flight paths optimization
Author: Lucas Ligny  
pdf logo image pdf logo image   Environment and Energy Efficiency
Comparison of Fuel Consumption of Continuous Descent Operations with Required Times of Arrival Path Stretching vs. Powered Descents
Author: Raúl Sáez and Xavier Prats  
pdf logo image pdf logo image   Fuel and Emissions
Morphing STARs vs drones and weather in TMA
Authors: Henrik Hardell, Vishwanath Bulusu, Anastasia Lemetti, Tatiana Polishchuk, Valentin Polishchuk and Enric Royo  
pdf logo image pdf logo image   Trajectory Management and Operations
Coupling Mathematical Optimization and Machine Learning for the Aircraft Landing Problem
Authors: Sana Ikli, Catherine Mancel, Marcel Mongeau, Xavier Olive, and Emmanuel Rachelson  
pdf logo image pdf logo image   Trajectory Management and Operations
Short-Term Trajectory Prediction Using Generative Machine Learning Methods
Authors: Thanh-Ha Le, Phu N. Tran, Duc-Thinh Pham, Michael Schultz and Sameer Alam  
pdf logo image pdf logo image   Trajectory Management and Operations
Obstacle Clustering and Path Optimization for Drone Routing
Author: Ang Li and Mark Hansen  
pdf logo image pdf logo image   Trajectory Management and Operations
Analysis and Design of Trajectory-Based Operations under Wind Forecast Uncertainty
Authors: Dun Yuan Tan, Sandeep Badrinath and Hamsa Balakrishnan  
pdf logo image   Trajectory Management and Operations
Aircraft Flight Plan Optimization with Dynamic Weather and Airspace Constraints
Authors: Coline Ramée, Junghyun Kim, Marie Deguignet, Cedric Justin, Simon Briceno, and Dimitri Mavris  
pdf logo image pdf logo image   Trajectory Management and Operations
Probabilistic 4D Flight Planning in Structured Airspaces through Parallelized Simulation on GPUs
Authors: Daniel González Arribas, Eduardo Andrés-Enderiz, Manuel Soler, Aniel Jardines and Javier García-Heras  
pdf logo image pdf logo image   Trajectory Management and Operations
Interactive Trajectory Modification and Generation with FPCA
Authors: Gabriel Jarry, Almoctar Hassoumi, Daniel Delahaye and Christophe Hurter  
pdf logo image   Advanced Modeling
Resilient Arrival Runway Occupancy Time prediction for decision-making tool in Barcelona (LEBL) airport
Authors: Miguel García Martínez, Javier García Moreno, Rubén González Sendino and Álvaro Rodríguez Sanz  
pdf logo image pdf logo image   Advanced Modeling
Comparative Analysis of Machine Learning and Statistical Methods for Aircraft Phase of Flight Prediction
Authors: Stephen Kovarik, Liam Doherty, Kiran Korah, Brian Mulligan, Ghulam Rasool, Yusuf Mehta, Parth Bhavsar and Mike Paglione  
pdf logo image pdf logo image   Advanced Modeling
Taxi-speed Prediction by Spatio-Temporal Graph-based Trajectory Representation and Its Applications
Authors: Thanh-Nam Tran, Duc-Thinh Pham, Sameer Alam and Vu Duong  
pdf logo image pdf logo image   Advanced Modeling
Model Generalization in Arrival Runway Occupancy Time Prediction by Feature Equivalences
Authors: An-Dan Nguyen, Duc-Thinh Pham, Nimrod Lilith and Sameer Alam  
pdf logo image pdf logo image   Advanced Modeling
Probabilistic Prediction of Time To Fly using Quantile Regression Forest
Authors: Stanley Förster, Michael Schultz and Hartmut Fricke  
pdf logo image pdf logo image   Advanced Modeling
In-flight aircraft trajectory optimization within corridors defined by ensemble weather forecasts
Authors: Martin Lindner, Judith Rosenow, Thomas Zeh and Hartmut Fricke  
pdf logo image   Advanced Modeling
Categorizing Flight Paths using Data Visualization and Clustering Methodologies
Authors: Yifan Song, Keyang Yu and Seth Young  
pdf logo image pdf logo image Advanced Modeling
Predicting Go-around Occurrence with Input-Output Hidden Markov Model
Authors: Lu Dai, Yulin Liu and Mark Hansen  
pdf logo image   Advanced Modeling
En-route Arrival Time Prediction using Gaussian Mixture Model
Authors: Hyunjin Paek, Keumjin Lee and Adan Ernesto Vela  
pdf logo image pdf logo image   Advanced Modeling
Integrated Operations Control at Hub-Airports with Uncertain Arrival Times
Authors: Jan Evler, Ehsan Asadi, Henning Preis and Hartmut Fricke  
pdf logo image   Airline Operations and Quality of Service
Towards a more complete view of air transportation performance combining on-time performance and passenger sentiment
Authors: Philippe Monmousseau, Stephane Puechmorel, Daniel Delahaye, Aude Marzuoli and Eric Feron  
pdf logo image pdf logo image   Airline Operations and Quality of Service
Optimal Gate Assignment Under Consideration of the Ground Infrastructure
Authors: Philipp Zeunert, Eric Möbius and Markus Herrich  
pdf logo image pdf logo image   Airline Operations and Quality of Service
Robust Integrated Airline Scheduling with Chance Constraints
Authors: Yifan Xu, Sebastian Wandelt and Xiaoqian Sun  
pdf logo image pdf logo image   Airline Operations and Quality of Service
Estimation of Flight State with a Collision Alert Radar Based on FMCW Reflections of the Landscape for General Aviation
Authors: Jerom Maas, Ronald van Gent and Jacco Hoekstra  
pdf logo image pdf logo image   Safety
Aircraft performance-based redesign of airport obstacle limitation surfaces The horizontal obstacle limitation surfaces
Authors: K. Ahnert, H. Fricke and M. Schultz  
pdf logo image pdf logo image   Safety
Boundary Searching of Unmanned Aircraft System Operations Near Airports A Data-Driven Analysis of Airspace Utilization
Author: Wei Dai and Kin Huat Low  
pdf logo image   Complexity and Information
Validation of GPS by Ground Scanning Radar Generated with an on-board wide-angle FMCW radar for General Aviation
Authors: J. Maas, V. Stefanovici, R. van Gent and J. Hoekstra  
pdf logo image pdf logo image   Information Management
Analyzing Aircraft Surveillance Signal Quality at the 1090 Megahertz Radio Frequency
Author: Junzi Sun and Jacco M. Hoekstra  
pdf logo image pdf logo image   Information Management
Droneport Placement Optimization and Capacity Prediction
Authors: Zeng Yixi, Low K. Huat, Vu N. Duong and Michael Schultz  
pdf logo image pdf logo image   Unmanned Aerial Systems
The Air Traffic Flow Management Problem with Interdependent Flight Schedules
Author: Benjamin W.J. Tan and Peter L. Jackson  
pdf logo image   Network Management
Air Traffic Flow Management under Uncertainty in Terminal Maneuvering Area
Authors: Ying Huo, Daniel Delahaye, Mohammed Sbihi and Yanjun Wang  
pdf logo image pdf logo image   Network Management
A Percolation Theory Based Approach for Identification of Bottleneck Links in an Airway Network
Authors: Chunyao Ma, Qing Cai, Sameer Alam and Vu N. Duong  
pdf logo image pdf logo image   Network Management
An Arrival Scheduling Model for Incorporating Collaborative Decision-Making Concepts into Time-Based Flow Management
Authors: Yeming Hao, David J. Lovell, Michael O. Ball, Sergio Torres and Gaurav M. Nagle  
pdf logo image pdf logo image   Network Management
Tradeoffs between Efficiency and Fairness in Unmanned Aircraft Systems Traffic Management
Authors: Christopher Chin, Karthik Gopalakrishnan, Hamsa Balakrishnan, Maxim Egorov and Antony Evans  
pdf logo image   Network Management
Effects of aviation liberalization and level of democracy on air connectivity and related economic consequences: Evidence from Africa
Author: Tassew Dufera Tolcha and Tchouamou Njoya Eric  
pdf logo image pdf logo image   Doctoral Symposium
Examining the Air Travel Experiences of Individuals with Vision Disabilities
Author: Bhoomika Bhagchandani and Jeffrey. W. Kassing  
pdf logo image Doctoral Symposium
Decision Support System for Airline Operation Control Hub Centre (DiSpAtCH) Initial research results and developed framework
Authors: Jonas Ernst Bernhard Langner, Thomas Feuerle and Garoe Gonzalez  
pdf logo image pdf logo image Doctoral Symposium
Does the attractiveness of the cabin crew affect the perception of customers? A neuromarketing perspective
Author: Şahap Akan and Özlem Atalik  
pdf logo image pdf logo image Doctoral Symposium
Improvement of Conflict Detection and Resolution at High Densities Through Reinforcement Learning
Authors: Marta Ribeiro, Joost Ellerbroek and Jacco Hoekstra  
pdf logo image pdf logo image Doctoral Symposium
Neural Network based Convection Indicator for Pre-Tactical Air Traffic Flow Management
Authors: Aniel Jardines, Manuel Soler, Javier García-Heras and Alejandro Cervantes Rovira  
pdf logo image pdf logo image Doctoral Symposium
Modelling and Simulation of APOC Operations
Authors: Sashiko Shirai Reyna, Miguel Mujica Mota, Daniel Delahaye and José M. Ortiz  
pdf logo image pdf logo image Doctoral Symposium
A Data Collection Scheme to Support Applications for Capacity Enhancements at Small Airports
Author: Danae Zoe Mitkas and David J. Lovell (Adviser)  
pdf logo image pdf logo image Doctoral Symposium
Advanced Statistical Signal Processing for Next Generation Trajectory Prediction
Authors: Homeyra Khaledian, Xavier Prats and Jordi Vilà-Valls  
pdf logo image pdf logo image Doctoral Symposium
Topological Data Analysis on the Northeast Asian Air Route Network
Authors: Seyun Kim, Yuyol Shin and Yoonjin Yoon  
pdf logo image pdf logo image Doctoral Symposium
How to assess the feasibility of sUAS applications in urban environment: geodemographic analysis of 3D urban space
Author: Namwoo Kim and Yoonjin Yoon  
pdf logo image pdf logo image Doctoral Symposium
Classification of Runway Configurations for Capacity Analysis of Airports Serving Small Aircraft
Author: Hui Jeong Ha and Seth B. Young (Adviser)  
pdf logo image pdf logo image   Doctoral Symposium
The Effect of Human Resources Management Practices in the Aviation Industry on Employees’ Belonging to Work and Turnover Intention: Mediating Role of Perceived Supervisor Support
Author: Emrah Durmaz and Mustafa Karaca  
pdf logo image pdf logo image   Doctoral Symposium
Airspace Design and Trajectory Planning for Urban Air Mobility (UAM) Traffic Management System
Author: Hualong Tang and Yu Zhang  
pdf logo image pdf logo image Doctoral Symposium
Exploration of On-Demand Urban Air Mobility: Network Design, Operation Scheduling and Uncertainty Considerations
Author: Zhiqiang Wu and Yu Zhang  
pdf logo image pdf logo image   Doctoral Symposium