Trajectory clustering and an application to airspace monitoring
This paper presents a framework aimed at monitoring the behavior of aircraft in a given
airspace. Trajectories that constitute typical operations are determined and learned using …
airspace. Trajectories that constitute typical operations are determined and learned using …
Analysis of air traffic control operational impact on aircraft vertical profiles supported by machine learning
CEV Gallego, VFG Comendador, FJS Nieto… - … research part C …, 2018 - Elsevier
Abstract The Air Traffic Management system is under a paradigm shift led by NextGen and
SESAR. The new trajectory-based Concept of Operations is supported by performance …
SESAR. The new trajectory-based Concept of Operations is supported by performance …
Diverse visualization techniques and methods of moving-object-trajectory data: A review
J He, H Chen, Y Chen, X Tang, Y Zou - ISPRS International Journal of …, 2019 - mdpi.com
Trajectory big data have significant applications in many areas, such as traffic management,
urban planning and military reconnaissance. Traditional visualization methods, which are …
urban planning and military reconnaissance. Traditional visualization methods, which are …
Clustering trajectories by relevant parts for air traffic analysis
Clustering of trajectories of moving objects by similarity is an important technique in
movement analysis. Existing distance functions assess the similarity between trajectories …
movement analysis. Existing distance functions assess the similarity between trajectories …
Trajectory prediction for vectored area navigation arrivals
To maximize the capacity of airports by optimally allocating available resources such as
runways, the arrival times of individual aircraft need to be computed. However, accurately …
runways, the arrival times of individual aircraft need to be computed. However, accurately …
[HTML][HTML] From aircraft tracking data to network delay model: A data-driven approach considering en-route congestion
En-route congestion causes delays in air traffic networks and will become more prominent
as air traffic demand will continue to increase yet airspace volume cannot grow. However …
as air traffic demand will continue to increase yet airspace volume cannot grow. However …
Study on evolution characteristics of air traffic situation complexity based on complex network theory
H Wang, Z Song, R Wen, Y Zhao - Aerospace science and technology, 2016 - Elsevier
This study proposed a new method to describe air traffic situations based on the theory of
complex networks and elaborate its evolutionary laws, expecting to reveal the basic …
complex networks and elaborate its evolutionary laws, expecting to reveal the basic …
Reviewing the DATAS of aviation research data: Diversity, availability, tractability, applicability, and sources
MZ Li, MS Ryerson - Journal of Air Transport Management, 2019 - Elsevier
The field of aviation research is entering the era of big data. While data-driven
advancements in aviation have clearly brought about applicable models and results with …
advancements in aviation have clearly brought about applicable models and results with …
Discussion on density-based clustering methods applied for automated identification of airspace flows
CEV Gallego, VFG Comendador… - 2018 IEEE/AIAA 37th …, 2018 - ieeexplore.ieee.org
Air Traffic Management systems generate a huge amount of track data daily. Flight
trajectories can be clustered to extract main air traffic flows by means of unsupervised …
trajectories can be clustered to extract main air traffic flows by means of unsupervised …
Modeling air traffic situation complexity with a dynamic weighted network approach
H Wang, Z Song, R Wen - Journal of Advanced Transportation, 2018 - Wiley Online Library
In order to address the flight delays and risks associated with the forecasted increase in air
traffic, there is a need to increase the capacity of air traffic management systems. This should …
traffic, there is a need to increase the capacity of air traffic management systems. This should …