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On-the-Fly Coordination of Maneuvers for Separation Assurance of UAM Aircraft in Congested Airspace
被引:0
|作者:
Yahi, Negasa
[1
]
Gudeta, Solomon G.
[1
]
Karimoddini, Ali
[1
]
机构:
[1] North Carolina Agr & Tech State Univ, Dept Elect & Comp Engn, Greensboro, NC 27411 USA
基金:
美国国家航空航天局;
关键词:
Aircraft;
Air traffic control;
Decision making;
Task analysis;
Aircraft navigation;
Trajectory;
Planning;
Urban air mobility (UAM);
loss of control in-flight (LOC-I);
behavior tree (BT);
on-the-fly decision-making;
separation assurance;
separation loss;
D O I:
10.1109/TITS.2024.3432920
中图分类号:
TU [建筑科学];
学科分类号:
0813 ;
摘要:
Urban air mobility (UAM) is an emerging aviation concept envisioned to provide urban transportation with safe and on-demand air travel for both passengers and cargo. In UAM, maintaining a minimum separation between aircraft is a safety requirement that becomes challenging to meet amidst congested air traffic and off-nominal conditions, such as Loss of Control In-flight (LOC-I) of aircraft. Often, separation loss caused by LOC-I results in subsequent separation losses, triggering domino effects as one aircraft maneuvers to avoid another aircraft experiencing LOC-I in congested air traffic. This paper therefore presents an on-the-fly, integrated decision-making and trajectory planning framework to address the separation losses caused by LOC-I. A Behavior Tree-based decentralized decision-making is employed to execute a separation assurance task assigned by the provider of service to UAM (PSU), coordinating and selecting the necessary maneuvers based on Federal Aviation Administration (FAA) right-of-way rules to resolve the encountered separation losses. To execute the selected maneuver, an optimization-based receding horizon trajectory planning is employed to generate safe and optimal trajectories by taking into account the aircraft dynamics, maneuver direction, and minimum safe separation distance between aircraft. Further, a UAM simulation environment is developed for verification and testing of UAM traffic management algorithms, allowing the implementation of on-the-fly conflict detection, tasking, and planning algorithms to resolve the separation losses. The effectiveness of the proposed framework is demonstrated by considering various separation loss scenarios arising from LOC-I, such as overtaking, converging, and head-on separation losses, within the developed UAM simulation environment.
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页码:18714 / 18733
页数:20
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