TY - JOUR
T1 - Conflict probability based strategic conflict resolution for UAS traffic management considering Reasonable-Time-To-Act principle
AU - Tang, Yiwen
AU - Xu, Yan
AU - Lv, Renli
AU - Inalhan, Gokhan
N1 - Publisher Copyright:
© 2025 Elsevier Ltd
PY - 2025/10
Y1 - 2025/10
N2 - This paper introduces a strategic conflict resolution method for Unmanned Aircraft System Traffic Management (UTM) that incorporates conflict probability estimation. The method discusses a two-step conflict detection process and three conflict resolution approaches: First-Come First-Served (FCFS), Reasonable Time To Act (RTTA), and an optimisation technique. The conflict detection process begins with coarse screening, which identifies intersecting Operational Volumes (OV) with potential conflicts, followed by precise conflict probability estimation. Intersections exceeding the predefined probability threshold from safety perspective are classified as conflicts, while others are deemed acceptable. By reallocating take-off time slot, the conflict resolution approaches have different priorities: the FCFS method adheres to traditional practices, the RTTA concept prioritises fairness, and the optimisation technique enhances efficiency. Numerical experiments are conducted in three-dimensional airspace environment under varying traffic densities. Six representative case studies linked by two threads, i.e., efficiency and fairness, thoroughly assess the proposed methods. Results indicate that integrating conflict probability significantly reduces delays, and further reductions can be achieved through the optimisation technique. The fairness issue inherit in the FCFS rule for flight processing is effectively addressed through the implementation of the RTTA principle.
AB - This paper introduces a strategic conflict resolution method for Unmanned Aircraft System Traffic Management (UTM) that incorporates conflict probability estimation. The method discusses a two-step conflict detection process and three conflict resolution approaches: First-Come First-Served (FCFS), Reasonable Time To Act (RTTA), and an optimisation technique. The conflict detection process begins with coarse screening, which identifies intersecting Operational Volumes (OV) with potential conflicts, followed by precise conflict probability estimation. Intersections exceeding the predefined probability threshold from safety perspective are classified as conflicts, while others are deemed acceptable. By reallocating take-off time slot, the conflict resolution approaches have different priorities: the FCFS method adheres to traditional practices, the RTTA concept prioritises fairness, and the optimisation technique enhances efficiency. Numerical experiments are conducted in three-dimensional airspace environment under varying traffic densities. Six representative case studies linked by two threads, i.e., efficiency and fairness, thoroughly assess the proposed methods. Results indicate that integrating conflict probability significantly reduces delays, and further reductions can be achieved through the optimisation technique. The fairness issue inherit in the FCFS rule for flight processing is effectively addressed through the implementation of the RTTA principle.
KW - Conflict probability
KW - Operational volume
KW - Reasonable Time To Act
KW - Strategic conflict resolution
KW - UAS traffic management
UR - https://www.scopus.com/pages/publications/105011594265
U2 - 10.1016/j.trc.2025.105276
DO - 10.1016/j.trc.2025.105276
M3 - 文章
AN - SCOPUS:105011594265
SN - 0968-090X
VL - 179
JO - Transportation Research Part C: Emerging Technologies
JF - Transportation Research Part C: Emerging Technologies
M1 - 105276
ER -