Air Traffic Management

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2 papers in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

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DiTSG: Context-Aware Air Traffic Scene Generation with Multi-Agent Diffusion Transformers
Oct 12, 2026Seokbin Yoon, Kyungmin Kim, Taejung Kwon +2Air Traffic Management Diffusion Models for Motion Generation
George Washington University, Washington, DC 20052, USA · Korea Aerospace University, Goyang 10540, South Korea
PB-STDG: A Prediction-Based Short-Term Decentralized Greedy Guidance Algorithm for a Drone Road System
Oct 4, 2026Zhouyu Qu, Andreas Willig, Xiaobing WuCollision Avoidance Multi-Robot Motion Planning
Dept. of Computer Science and Software Engineering, University of Canterbury, Private Bag 4800, Christchurch, 8140, New Zealand · Wireless Research Centre, University of Canterbury, Private Bag 4800, Christchurch, 8140, New Zealand
FlowATC: Aircraft Trajectory Prediction via Flow Matching
Sep 15, 2026Mathurin Petit, Emir Torun, Louis Brusset +2Flow Matching Air Traffic Management
École Polytechnique, Palaiseau, 91128, France · Technische Universität Berlin, Berlin, 10623, Germany · Mines Paris–PSL University, Paris, 75006, France +2
Toward a Decision-Assurance Layer for AI-Assisted Flight Planning in Air Traffic Management
Sep 11, 2026Alexandre Barreto, Shou Matsumoto, Jorge Valverde-Rebaza +2AI Assurance Generative AI Evaluation
George Mason University · Department of Cyber Security Engineering George Mason University Fairfax, VA, USA · Tecnológico de Monterrey +1
Uncertainty-Aware Conflict Detection Against Operator-Conditioned Weather Hazards
Sep 10, 2026Balram Kandoria, Seulki Kim, Aryaman Singh SamyalUncertainty Quantification Air Traffic Management
SkyGrid, Austin, TX 78727, USA
V2TATC: Joint Voice-Trajectory Embedding and Dataset for Air Traffic Controller Situational Awareness
Aug 29, 2026Louis Brusset, Mathurin Petit, Jordan Kam +1Air Traffic Management Cross-Modal Retrieval
Mines Paris–PSL University, Paris, 75006, France · École Polytechnique, Palaiseau, 91128, France · California Institute of Technology, Pasadena, CA, 91125, USA +1
DESCENT: Directed Edge Scene Encoding for Airport Surface Movement Prediction
Aug 26, 2026Alexander Prutsch, David Schinagl, Horst PosseggerTrajectory Prediction Vehicle Trajectory Prediction
Institute of Visual Computing, Graz University of Technology, Austria
Formal, Executable and Explainable Runtime Monitoring of Spoken Air Traffic Control Operational Procedures
Aug 26, 2026Roberto Luvini, Giacomo Longo, Alessandro Armando +1Runtime Verification Air Traffic Management
Department of Informatics, Bioengineering, Robotics, and Systems Engineering (DIBRIS), University of Genoa, Italy · CASD - University School of Advanced Defense Studies, Rome, Italy
Air Traffic Control Using Large Language Models: Prompt Engineering, Architecture, and Evaluation
Aug 19, 2026Mahyar Ghazanfari, Matthias Casanova, Jordan Kam +4Air Traffic Management LLM Prompting
George Washington University, Washington, DC 20052, USA · California Institute of Technology, Pasadena, CA 91125, USA · University of California, Berkeley, CA 94720, USA
Can Vision Models Read the Radar Display? On the Feasibility of Radar Imagery for Air Traffic Complexity Estimation
Aug 12, 2026Hyewook Kim, Byul Kang, Seokbin Yoon +1Air Traffic Management
Korea Aerospace Research Institute, 169-84, Gwahak-ro, Yuseong-gu, Daejeon, 34133, Republic of Korea · Korea Aerospace University, 76-10, Hanggongdaehak-ro, Deogyang-gu, Goyang, 10540, Republic of Korea
ASPaeroFlow: Decomposition Heuristics for Joint Air Traffic Flow & Capacity Management
Aug 10, 2026Alexander Beiser, Markus Hecher, Nysret Musliu +2Air Traffic Management Combinatorial Optimization
TU Wien, Vienna, Austria · University of Potsdam, Potsdam, Germany · CNRS, Artois University (CRIL), Artois, France +1
Plan-and-Avoid: Real-Time Aircraft Trajectory Coordination in a Multi-Agent Environment
Aug 6, 2026Huseyin Emre Tekaslan, Ella M. Atkins, Natasha NeogiCollision Avoidance Multi-Agent Coordination
Kevin T. Crofton Department of Aerospace and Ocean Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA 24060, USA · NASA Langley Research Center, Hampton, VA 23681, USA
Declarative Problem Solving in UAM Strategic Deconfliction
Jul 23, 2026Gioacchino Sterlicchio, Angelo Oddi, Riccardo Rasconi +1Air Traffic Management Answer Set Programming
DMMM, Polytechnic University of Bari, Bari, Italy · DMMM, Polytechnic University of Bari · ISTC-CNR, Rome, Italy +3
Solution space path planning for supporting en-route air traffic control
Jun 30, 2026Yiyuan Zou, Wenying Lyu, Clark BorstCollision Avoidance Air Traffic Management
Control and Simulation, Faculty of Aerospace Engineering, Delft University of Technology, Delft, The Netherlands
Decentralized Coordination of Autonomous Traffic Through Advanced Air Mobility Corridors
Jun 22, 2026Jasmine Jerry Aloor, Hamsa BalakrishnanMulti-Agent Coordination Air Traffic Management
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
Decentralized Autonomous Traffic Management through Corridor Networks
Jun 22, 2026Jasmine Jerry Aloor, Aadarsh Govada, Hamsa BalakrishnanAir Traffic Management Intelligent Transportation Systems
Department of Aeronautics and Astronautics · Massachusetts Institute of Technology · Cambridge, MA, USA +2
Joint Air Traffic Flow and Capacity Management via Answer Set Programming
Jun 22, 2026Alexander Beiser, Markus Hecher, Nysret Musliu +1Air Traffic Management Intelligent Transportation Systems
TU Wien, Vienna, Austria · University of Potsdam, Germany & CNRS, France
ASTRA: A Scalable Next-Generation ATCO Training Simulator with Autonomous Simpilots
Jun 16, 2026Ethan Chew, Enjia Wu, Iruss Eng +11Air Traffic Management Automatic Speech Recognition
Air Emerging Technologies High-Speed Experimentations and Research (AETHER), RSAF Agile Innovation Digital (RAiD), Republic of Singapore Air Force, Singapore
Data-Driven Runway and Taxiway Exits Prediction of Landing Aircraft: A Case Study at Hartsfield-Jackson Atlanta International Airport
Jun 9, 2026Alex Porcayo, Yutian Pang, Maria Thomas +1Air Traffic Management Trajectory Prediction
Department of Aerospace Engineering and Engineering Mechanics, The University of Texas at Austin, Austin, 78712, TX, USA
A Game-Theoretic Decision Framework for Optimal Selection of Coordination Detection Methods in Multi-UAV Fleet Operations
Jun 1, 2026Christian Manasseh, Savana AmmonsAlgorithm Selection Air Traffic Management
Mobius Logic Inc., Tysons, VA, USA
SCOPE: A Lightweight-training LLM Framework for Air Traffic Control Readback Monitoring
May 28, 2026Qihan Deng, Minghua Zhang, Yang Yang +1Air Traffic Management Intelligent Transportation Systems
Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, 999077, Hong Kong · School of Electronic and Information Engineering, Beihang University, Beijing, 100191, China · State Key Laboratory of CNS/ATM, Beijing, 100191, China
Graph-based Complexity Forecasts in UK En Route Airspace Using Relevant Aircraft Interactions
May 22, 2026Edward Henderson, George De Ath, Nick PepperAir Traffic Management Intelligent Transportation Systems
The Alan Turing Institute · University of Exeter
Time-To-Reach Separation and Safety Filtering for Safe, Fair, and Efficient Multi-Agent Coordination
May 20, 2026Matthew Low, Jasmine Jerry Aloor, Victoria Marie Tuck +2Collision Avoidance Multi-Agent Coordination
Department of Electrical Engineering and Computer Sciences, University of California, Berkeley · Department of Aeronautics and Astronautics, Massachusetts Institute of Technology · GRASP Laboratory, University of Pennsylvania +1
Intent-First Aerial V2V for Tactical Coordination and Separation: Protocol and Performance Under Density and Disturbance
May 20, 2026Mehrnaz SabetMulti-Agent Coordination Air Traffic Management
Cornell University, Ithaca, NY 14853 USA
Towards Automated Air Traffic Safety Assessment Around Non-Towered Airports Using Large Language Models
May 12, 2026Torsten Darrell, Mahyar Ghazanfari, Jordan Kam +3Air Traffic Management Multimodal Large Language Models
Department of Mechanical and Aerospace Engineering, George Washington University · Aerospace Program, University of California, Berkeley · Department of Electrical Engineering and Computer Science, University of California, Berkeley +1
Safety-Oriented Evaluation of Language Understanding Systems for Air Traffic Control
May 12, 2026Yujing Chang, Yash Guleria, Duc-Thinh Pham +4LLM Grounding Air Traffic Management
1ATMRI, Nanyang Technological University (NTU), Singapore · School of Management, Indian Institute of Technology Mandi, India · Centre of AI Research, VinUniversity, Vietnam
Unlocking air traffic flow prediction through microscopic aircraft-state modeling
May 11, 2026Bin Wang, Anqi Liu, Jiangtao Zhao +8Air Traffic Management Intelligent Transportation Systems
Faculty of Information Science and Engineering, Ocean University of China, Qingdao, 266100, Shandong, China. · Sanya Oceanographic Institution, Ocean University of China, Sanya, 572022, Hainan, China. · Joint Laboratory of Data Science and Business Intelligence, Southwestern University of Finance and Economics, Chengdu, 610000, Sichuan, China. +2
From Time Series to State: Situation-Aware Modeling for Air Traffic Flow Prediction
Apr 13, 2026Anqi Liu, Jiangtao Zhao, Guiyuan Jiang +3Air Traffic Management Traffic Flow Estimation
Ocean University of China
eVTOL Aircraft Energy Overhead Estimation under Conflict Resolution in High-Density Airspaces
Apr 7, 2026Alex Zongo, Peng WeiAir Traffic Management Aerial Robotics
Department of Mechanical and Aerospace Engineering, George Washington University, Washington, DC, 20052, USA
ASCENT: Transformer-Based Aircraft Trajectory Prediction in Non-Towered Terminal Airspace
Mar 17, 2026Alexander Prutsch, David Schinagl, Horst PosseggerTrajectory Prediction Multimodal Trajectory Prediction
Institute of Visual Computing, Graz University of Technology, Austria

Oct 12, 2026J/K move · Enter open · S save

DiTSG: Context-Aware Air Traffic Scene Generation with Multi-Agent Diffusion Transformers

Seokbin Yoon, Kyungmin Kim, Taejung Kwon, Keumjin Lee+1

George Washington University, Washington, DC 20052, USA · Korea Aerospace University, Goyang 10540, South Korea

Air Traffic Management Diffusion Models for Motion Generation Diffusion Transformer

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Understanding how many aircraft, and which traffic configurations, can be safely and efficiently managed by air traffic controllers within a given airspace is fundamental to air traffic management. Air traffic controllers continuously modify aircraft trajectories through interventions such as speed advisories and radar vectoring, and the patterns of these interventions are difficult to capture effectively using existing air traffic simulators. To address this limitation, we propose Diffusion Transformers for Traffic Scene Generation (DiTSG), which learns to generate air traffic scenes from recorded multi-aircraft trajectories. DiTSG employs stacked multi-agent inverted Transformer layers as the denoising backbone of a diffusion transformer, jointly generates the trajectories of multiple aircraft within a traffic scene, and conditions the generation on agent-specific required times of arrival. The resulting trajectories generated by DiTSG preserve realistic inter-aircraft interactions observed in actual air traffic operations. Experiments show that the DiTSG generates diverse traffic scenes that reproduce the statistical properties of recorded traffic while preserving realistic inter-aircraft interactions.