Statistical analysis and flight route extraction from automatic dependent surveillance-broadcast data

I Ostroumov, N Kuzmenko - 2022 Integrated Communication …, 2022 - ieeexplore.ieee.org
Modern air traffic management considers wide integration of Automatic Dependent
Surveillance-Broadcast (ADS-B) technology in existing air navigation system. Each airspace …

A probability estimation of aircraft departures and arrivals delays

I Ostroumov, N Kuzmenko, O Sushchenko… - … Science and Its …, 2021 - Springer
Delays in air transport systems have a significant impact on the safety of aviation. We
propose to use a trajectory of airplanes to estimate time of airplane delay. Surveillance data …

Airplane flight phase identification using maximum posterior probability method

N Kuzmenko, I Ostroumov… - 2022 IEEE 3rd …, 2022 - ieeexplore.ieee.org
The flight of a civil airplane is supported by many different systems. However, during the
flight pilots require different navigation and surveillance data to perform airplane guidance …

A configuration analysis of Ukrainian flight routes network

O Ivashchuk, I Ostroumov, N Kuzmenko… - 2021 IEEE 16th …, 2021 - ieeexplore.ieee.org
Air transport services compose a continuously growing transportation industry, which
became closer to their operational perils. Classical air traffic management system includes a …

Risk assessment of mid-air collision based on positioning performance by navigational aids

I Ostroumov, N Kuzmenko - 2020 IEEE 6th International …, 2020 - ieeexplore.ieee.org
Algorithms of positioning by navigational aids are widely used as an alternative to Global
Navigation Satellite System on-board of large airplanes. Distance measuring equipment is a …

Outliers detection in unmanned aerial system data

I Ostroumov, N Kuzmenko - 2021 11th international conference …, 2021 - ieeexplore.ieee.org
Operation of many dynamic systems is connected with data processing and analysis.
Presence of single value that is significantly different from other data in the set is one of the …

[PDF][PDF] New approach to switching points optimization for segmented regression during mathematical model building.

VM Kuzmin, M Zaliskyi, R Odarchenko, Y Petrova - CS&SE@ SW, 2021 - ceur-ws.org
Mathematical models building is widely used in different branches of human activity to
describe statistical data obtained during observation of various phenomena. The main tool …

[PDF][PDF] Risk of mid-air collision estimation using minimum spanning tree of air traffic graph.

I Ostroumov, O Ivashchuk, S Babichev - CITRisk, 2021 - academia.edu
The safety of air transportation is based on different risk estimations and control. A mid-air
collision is one of the dangerous events in aviation due to both air-planes involved in the …

[HTML][HTML] Enhancing Wheat Spike Counting and Disease Detection Using a Probability Density Attention Mechanism in Deep Learning Models for Precision Agriculture

R Li, W Hong, R Wu, Y Wang, X Wu, Z Shi, Y Xu, Z Han… - Plants, 2024 - mdpi.com
This study aims to improve the precision of wheat spike counting and disease detection,
exploring the application of deep learning in the agricultural sector. Addressing the …

Estimation of Geodetic Altitude from Barometric One with Actual Meteorological Aerodrome Report Data

I Ostroumov, N Kuzmenko… - 2022 12th International …, 2022 - ieeexplore.ieee.org
Altitude is one of the most important parameters of each airspace user. The global air traffic
system uses a barometrical altitude as a key parameter for airspace users leveling within an …