ML meets aerospace: challenges of certifying airborne AI
Artificial Intelligence (AI) technologies can potentially revolutionize the aerospace industry
with applications such as remote sensing data refinement, autonomous landing, and drone …
with applications such as remote sensing data refinement, autonomous landing, and drone …
[HTML][HTML] Enhancing Vertical Trajectory Reconstruction in SASS-C: Advanced Segmentation, Outlier Detection, and Filtering Techniques
This paper presents significant enhancements to the vertical reconstruction component of
EUROCONTROL's Surveillance Analysis Support System for ATC Centres (SASS-C). We …
EUROCONTROL's Surveillance Analysis Support System for ATC Centres (SASS-C). We …
Phase of Flight Classification in Aviation Safety Using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset
Safety is the main concern in the aviation industry, where even minor operational issues can
lead to serious consequences. This study addresses the need for comprehensive aviation …
lead to serious consequences. This study addresses the need for comprehensive aviation …
Aviation Safety Enhancement via NLP & Deep Learning: Classifying Flight Phases in ATSB Safety Reports
Aviation safety is paramount, demanding precise analysis of safety occurrences during
different flight phases. This study employs Natural Language Processing (NLP) and Deep …
different flight phases. This study employs Natural Language Processing (NLP) and Deep …
GENERAL AVIATION AIRCRAFT FLIGHT STATUS IDENTIFICATION FRAMEWORK
Q Zhang - 2024 - hammer.purdue.edu
The absence or limited availability of operational statistics at general aviation airports
restricts airport managers and operators from assessing comprehensive operational data …
restricts airport managers and operators from assessing comprehensive operational data …
Hidden Markov Models and Flight Phase Identification
R Perrichon, X Gendre, T Klein - 2023 - enac.hal.science
The use of Hidden Markov Models (HMMs) in segmenting flight phases is a compelling
approach with significant implications for aviation and aerospace research. It leverages the …
approach with significant implications for aviation and aerospace research. It leverages the …