In order to cope with the challenges brought by the rapid growth of air traffic, effectively reduce aircraft flight delays, increase airspace capacity and operational efficiency, and reduce the workload of pilots of single pilot operations (SPO) mode aircraft. This paper proposes a spatiotemporal weighted pattern mining algorithm, which can effectively identify the aircraft combination with short distances and large flight delay in the airspace. The algorithm first mines the aircraft combination that meets the maximum spatial distance constraint in the airspace according to the spatial position relationship, and then uses the current delay time of the aircraft as the weight information of the aircraft, and then mines the aircraft combination that meets the distance constraint and the weight constraint at the same time, so as to provide help for the ground controller to make decisions and reduce the flight delay time of the aircraft in the airspace, and improve the operational efficiency of airspace. The experimental results show that the algorithm can accurately mine the aircraft combinations that meet both the maximum spatial distance constraint and the minimum weight constraint, effectively reduce the flight delay of single pilot operations mode aircraft in the flight, reduce airspace congestion, improve the airspace capacity and operation efficiency, and reduce the workload of pilots.
KEYWORDS: Intelligence systems, Artificial intelligence, Space operations, Evolutionary algorithms, Detection and tracking algorithms, Control systems, Clouds, Data processing, Strategic intelligence
To cope with the challenges brought by the rapid development of system intelligence, the variety of mission system pattern, the complexity of mission system environment, the constantly changing of the situation, an Automation, Autonomy and Artificial intelligence (3A) mission system for multi-domain joint operation is proposed, and it’s modeling and analysis are carried out. First, this paper introduced the development trend of mission system for multidomain operation. On this basis, the concept of 3A system and the levels about intelligence have been proposed. Finally, the effectiveness of 3A-based mission system organization is illustrated by modeling and analysis of a typical aerial combat assumption scenario.
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