Current weather has a significant impact on efficient flight planning in civil aviation. Configuration of areas with dangerous weather conditions, wind direction, and speed could not be precisely known at the pre-flight planning stage. Dynamic in-flight modifications of flight-planned trajectory based on current weather data can support efficient trajectory maintaining. Automatic Dependent Surveillance-Broadcast (ADS-B) supports civil aviation with precise coordinates of all airspace users. In the paper, we consider using a set of historical airplane trajectory data for particular round-trip flight connection to analyze trajectory variation based on current weather impact. We analyze parameter distributions with the help of kernel density function for total trajectory length and total flight time. Obtained distributions are useful for estimating confidence bands for a particular value of probability.

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Language:

English

Type

Refereed Conference Proceedings

Firstpage Number

Lastpage Number

Keywords

statistical analysis, Wind speed, Density functional theory, Trajectory, Planning, Kernel, Meteorology, trajectory data, air traffic, big data, data analysis, ADS-B, airplane, round trip, dynamic flight planning

DOI
10.1109/DESSERT61349.2023.10416505

Publisher

2023 13th International Conference on Dependable Systems, Services and Technologies (DESSERT), Athens, Greece

Year of publishing

2023

Citation

DSTU

Ostroumov I.V., Galabir T., Hryshchenko O. Airplane Trajectory Analysis for Round-Trip Flights with ADS-B Data. 2023 13th International Conference on Dependable Systems, Services and Technologies (DESSERT), Athens, Greece. 2023. P. 1-5. DOI: 10.1109/DESSERT61349.2023.10416505.

IEEE

I.V. Ostroumov, T. Galabir, and O. Hryshchenko, "Airplane Trajectory Analysis for Round-Trip Flights with ADS-B Data," 2023 13th International Conference on Dependable Systems, Services and Technologies (DESSERT), Athens, Greece, October 2023, pp. 1-5, doi:10.1109/DESSERT61349.2023.10416505.

Harvard

Ostroumov I.V., Galabir T., and Hryshchenko O., 2023, 10. Airplane Trajectory Analysis for Round-Trip Flights with ADS-B Data. In 2023 13th International Conference on Dependable Systems, Services and Technologies (DESSERT), Athens, Greece (pp. 1-5).

Springer

Ostroumov, I.V., Galabir, T., Hryshchenko, O.: Airplane Trajectory Analysis for Round-Trip Flights with ADS-B Data. In: 2023 13th International Conference on Dependable Systems, Services and Technologies (DESSERT), Athens, Greece, pp. 1-5 (2023). doi:10.1109/DESSERT61349.2023.10416505.

BibTex

@INPROCEEDINGS{10416505, author={Ostroumov, Ivan and Galabir, Tamara and Hryshchenko, Olena}, booktitle={2023 13th International Conference on Dependable Systems, Services and Technologies (DESSERT)}, title={Airplane Trajectory Analysis for Round-Trip Flights with ADS-B Data}, year={2023}, volume={}, number={}, pages={1-5}, keywords={Statistical analysis;Wind speed;Density functional theory;Trajectory;Planning;Kernel;Meteorology;trajectory data;air traffic;big data;data analysis;ADS-B;airplane;round trip;dynamic flight planning}, doi={10.1109/DESSERT61349.2023.10416505}}

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