Strategic Deconfliction of Unmanned Aircraft Based on Hexagonal Tessellation and Integer Programming
Open Access
- 1 December 2023
- journal article
- research article
- Published by American Institute of Aeronautics and Astronautics (AIAA) in Journal of Guidance, Control, and Dynamics
- Vol. 46 (12) , 2362-2372
Abstract
Unmanned aircraft systems service suppliers adhere to interoperability standards that require unmanned aircraft operators to submit an operational intent, which describes the planned flight path in four-dimensional space. To ensure fairness, the central database follows a first-come, first-served approach, accepting new operational intents as long as they do not conflict with any active ones. However, creating a viable operational intent is challenging due to moving obstacles. This paper introduces an innovative optimization-based procedure to automate the intent filing process. It utilizes a stacked hexagonal tessellation to model the airspace, offering adjustable granularity. Path finding is accomplished using integer programming on the hex grid. The integer program is solved on a grid canvas that includes only necessary cells, striking a balance between computational efficiency and optimality. Simulation experiments demonstrate the procedure’s effectiveness in generating feasible trajectories, even in scenarios with dense, omnidirectional air traffic. This procedure has the potential to become the foundational software core for low-altitude air traffic management systems, providing strategic deconfliction and constraint management services.Keywords
Funding Information
- Division of Civil, Mechanical and Manufacturing Innovation (1944068)
This publication has 11 references indexed in Scilit:
- 3D path planning and real-time collision resolution of multirotor drone operations in complex urban low-altitude airspaceTransportation Research Part C: Emerging Technologies, 2021
- Scalable Multi-Agent Computational Guidance with Separation Assurance for Autonomous Urban Air MobilityJournal of Guidance, Control, and Dynamics, 2020
- A Progressive Motion-Planning Algorithm and Traffic Flow Analysis for High-Density 2D TrafficTransportation Science, 2019
- Central Place Indexing: Hierarchical Linear Indexing Systems for Mixed-Aperture Hexagonal Discrete Global Grid SystemsCartographica, 2019
- Collision avoidance of multi unmanned aerial vehicles: A reviewAnnual Reviews in Control, 2019
- Concepts of Airspace Structures and System Analysis for UAS Traffic flows for Urban Areas2017
- Unmanned Aircraft Systems Airspace Integration: A Game Theoretical Framework for Concept EvaluationsJournal of Guidance, Control, and Dynamics, 2017
- Protocol-Based Conflict Resolution for Air Traffic ControlAir Traffic Control Quarterly, 2007
- Conflict resolution problems for air traffic management systems solved with mixed integer programmingIEEE Transactions on Intelligent Transportation Systems, 2002
- Resolution of Conflicts Involving Many Aircraft via Semidefinite ProgrammingJournal of Guidance, Control, and Dynamics, 2001