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 …
flight pilots require different navigation and surveillance data to perform airplane guidance …
Aircraft flight regime recognition with deep temporal segmentation neural network
Timely and effective flight regime recognition is one of the key tasks for structural usage
monitoring, it can provide early warning to the dangerous regime. However, existing …
monitoring, it can provide early warning to the dangerous regime. However, existing …
General Aviation Aircraft Identification at Non-Towered Airports Using a Two-Step Computer Vision-Based Approach
Aircraft identification in airport operations is critical to various applications, including airport
planning and environmental studies. Previous research and commercially available systems …
planning and environmental studies. Previous research and commercially available systems …
Study on machine learning methods for general aviation flight phase identification
Accurate identification of phases of flight is an essential step in analyses such as airport
operation counts, fuel burn estimation, and safety studies. Past research has focused …
operation counts, fuel burn estimation, and safety studies. Past research has focused …
Aircraft Surface Movement and Operation Monitoring Systems in General Aviation and Commercial Airports: A State-of-the-Art Review
Airports are a critical component of the civil infrastructure system, serving as the main entry
and exit points for both people and goods. Aircraft operations on airfields are monitored by …
and exit points for both people and goods. Aircraft operations on airfields are monitored by …
Improved Framework for Classification of Flight Phases of General Aviation Aircraft
Flight data mining enables airport owners, operators, and governmental entities to explore
more intelligent management strategies; in particular, cost-effectively obtaining accurate …
more intelligent management strategies; in particular, cost-effectively obtaining accurate …
[HTML][HTML] Quantifying the Environmental Impact of Private and Commercial Pilot License Training in Canada
As the global aviation sector expands to accommodate increasing air travel demand, the
subsequent rise in flights exacerbates carbon dioxide (CO2) emissions, challenging the …
subsequent rise in flights exacerbates carbon dioxide (CO2) emissions, challenging the …
An Exploratory Assessment of LLM's Potential Toward Flight Trajectory Reconstruction Analysis
Large Language Models (LLMs) hold transformative potential in aviation, particularly in
reconstructing flight trajectories. This paper investigates this potential, grounded in the …
reconstructing flight trajectories. This paper investigates this potential, grounded in the …
Flight phase classification for small unmanned aerial vehicles
J Leško, R Andoga, R Bréda, M Hlinková, L Fözö - Aviation, 2023 - jest.vgtu.lt
This article describes research on the classification of flight phases using a fuzzy inference
system and an artificial neural network. The aim of the research was to identify a small set of …
system and an artificial neural network. The aim of the research was to identify a small set of …
[HTML][HTML] Ecological and Cost Advantage from the Implementation of Flight Simulation Training Devices for Pilot Training
M Maciejewska, P Kurzawska-Pietrowicz… - Applied Sciences, 2024 - mdpi.com
The paper discusses a case study of obtaining an airline pilot license in integrated training—
the so-called “from zero to Airline Transport Pilot License”. The environmental implications of …
the so-called “from zero to Airline Transport Pilot License”. The environmental implications of …