Statistical Analysis and Runtime Monitoring for an AI-based Autonomous Centerline Tracking System

Autonomous Centerline Tracking (ACT) enables an uninhabited aircraft system (UAS) to be guided down the center of the runway, using a camera-based Deep Neural Network (DNN). ACT is safety-critical. Guidelines by the European Union Aviation Safety Agency (EASA) for machine-learning based systems list...

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Bibliographic Details
Main Authors: Yuning He, Johann Schumann
Format: Article
Language:English
Published: The Prognostics and Health Management Society 2024-10-01
Series:International Journal of Prognostics and Health Management
Subjects:
Online Access:https://papers.phmsociety.org/index.php/ijphm/article/view/3860
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