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)

Recovery of airplane trajectory data by orientation angles and velocity information

A global air transportation system widely uses automatic position reporting equipment. Data transferred by wireless data channel in Automatic Dependent Surveillance-Broadcast (ADS-B) system include coded values of latitude, longitude, altitude, velocity, and heading angle. These messages are received by a network of ADS-B receivers, decoded, and stored by each airspace user separately. Performance of data transferring depends on number of users of wireless channel. Interference acting in data channel of 1090 MHz damages transferred messages, which leads to data loss. Data from one user in ADS-B are transferred in different message types within one cycle of data transmission. In the paper, we consider recovery of airplane trajectory data by available data of heading angle and ground velocity. Analytical equations for calculation of latitude and longitude by available heading angle and ground velocity have been proposed. Also, analytical functions for estimation accuracy of recovered coordinates have been derived. Analytical functions have been represented in the form of transformation matrix which connects input parameters with performance of positioning. Results of the study indicate that positioning performance depends on vehicle velocity and time between data updating in the ADS-B system. Positioning performance for velocity 200m/s degrades double time for increasing time between iterations in 13 s. Proposed approach could be useful for ground and on-board implementations for both real-time and post-processing.

Ostroumov I.V.
Language:
English
Type
Refereed Conference Proceedings
Firstpage Number
1
Lastpage Number
4
Keywords
data analysis, trajectory data, recovery, performance, ADS-B, airplane , velocity, heading
Publisher
2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT), Lviv, Ukraine
Year of publishing


Citation
DSTU
Ostroumov I.V. Recovery of airplane trajectory data by orientation angles and velocity information. 2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT), Lviv, Ukraine. 2023. P. 1-4. DOI: 10.1109/CSIT61576.2023.10324036.
IEEE
, "Recovery of airplane trajectory data by orientation angles and velocity information," 2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT), Lviv, Ukraine, , pp. 1-4, doi:10.1109/CSIT61576.2023.10324036.
Harvard
Ostroumov I.V., 2023, 10. Recovery of airplane trajectory data by orientation angles and velocity information. In 2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT), Lviv, Ukraine (pp. 1-4).
Springer
Ostroumov, I.V.: Recovery of airplane trajectory data by orientation angles and velocity information. In: 2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT), Lviv, Ukraine, pp. 1-4 (2023). doi:10.1109/CSIT61576.2023.10324036.
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