Ivan Ostroumov
Ivan OSTROUMOV D.Sc., Ph.D.
"Navigation is a process of movement. From one point to another in defined space. We live until we could navigate..." (Ivan Ostroumov)

A Light Statistical Method of Air Traffic Delays Prediction

,
A Light Statistical Method of Air Traffic Delays Prediction

An air traffic delay is a common problem of a modern transport system. Continuously increasing demand of air traffic system and operation in a rapidly changing environment makes delay estimation is a key element in aviation safety. In the paper, we propose a light statistical method of airplane landing delay prediction at the destination airport. Proposed method grounds on statistical data processing of previous flights to identify mean trajectory of an airplane at the pre-flight stage and continuously comparison of mean trajectory with current airplane location in order to identify a time to land in the destination airport. A simple solution of minimization problem at the en-route phase of flight needs low computation power and guarantees the required confidence band for results. Proposed method has been trained on statistical data for Boryspil / Kharkiv connection routes in order to airplane delay prediction

Ostroumov I.V.
Language:
English
Type
Refereed Conference Proceedings
Firstpage Number
1
Lastpage Number
5
Keywords
aircraft, delay, prediction, position, statistics, probability density function, light statistical method
Publisher
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)
Year of publishing


Citation
DSTU
Tarasevich S., Ostroumov I.V. A Light Statistical Method of Air Traffic Delays Prediction. 2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC). 2020. P. 1-5. DOI: 10.1109/SAIC51296.2020.9239137.
IEEE
and , "A Light Statistical Method of Air Traffic Delays Prediction," 2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) , , pp. 1-5, doi:10.1109/SAIC51296.2020.9239137.
Harvard
Tarasevich S., and Ostroumov I.V., 2020, 10. A Light Statistical Method of Air Traffic Delays Prediction. In 2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) (pp. 1-5).
Springer
Tarasevich, S., Ostroumov, I.V.: A Light Statistical Method of Air Traffic Delays Prediction. In: 2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC), pp. 1-5 (2020). doi:10.1109/SAIC51296.2020.9239137.
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Refereed Journal Publications (82), Refereed Conference Proceedings (93), Peer-Reviewed Articles, Published in Local Journals (43), Theses (58), Author's Licence (30), Patents (5), Books and Chapters (26), Full List of Publications (337), Co-authors, Co-author Network, Template of Ministry of Education and Science, Metrics in Scholar Databases