AI Situational Awareness Foundation for Advancing Automation

Rezultaty

Risk assessment report
Final Project Results Report
Report on human-machine distributed SA

Report on humanmachine distributed SA

TRLAssessment Report

Exploitation and Dissemination Report
Requirements for automation of monitoring tasks via AI SA
Concept of Operations for AI Situational Awareness System

Proof-of-concept KG system

Data Management Plan

Data Management Plan according to the Open Research Data pilot

Facts, rules and queries capturing en-route ATC operations
4D trajectory prediction module
Populated knowledge graph
Conflict detection module
KG-Prolog mapper
Air traffic complexity estimation module

Project’s website and factsheet

Publikacje

The Proposal of a Concept of Artificial Situational Awareness in ATC

Autorzy: Tomislav Radišić, Petar Andraši, Doris Novak, Tea Rogošić
Opublikowane w: Engineering Power - Bulletin of the Croatian Academy of Engineering, Numer Vol. 15(2) 2020, 2020, Strona(/y) 23-28, ISSN 1331-7210
Wydawca: Croatian Academy of Engineering

Learning Assurance Analysis for Further Certification Process of Machine Learning Techniques: Case-Study Air Traffic Conflict Detection Predictor

Autorzy: Javier A. Pérez-Castán, Luis Pérez Sanz, Marta Fernández-Castellano, Tomislav Radišić, Kristina Samardžić, Ivan Tukarić
Opublikowane w: Sensors - Special Numer Sensors for Navigation and Control Systems, Numer 14248220, 2022, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22197680

Design of an ATC Tool for Conflict Detection Based on Machine Learning Techniques

Autorzy: Javier Alberto Pérez-Castán, Luis Pérez-Sanz, Lidia Serrano-Mira, Francisco Javier Saéz-Hernando, Irene Rodríguez Gauxachs, Víctor Fernando Gómez-Comendador
Opublikowane w: Aerospace - Special Numer 11th EASN International Conference on Innovation in Aviation & Space to the Satisfaction of the European Citizens, Numer 22264310, 2022, ISSN 2226-4310
Wydawca: MDPI
DOI: 10.3390/aerospace9020067

Creating an ATC knowledge graph in support of the artificial situational awareness system

Autorzy: Michael Schrefl, Bernd Neumayr, Sebastian Gruber, Marlene Hartmann, Ivan Tukarić, Tomislav Radišić
Opublikowane w: Transportation Research Procedia, Numer 23521465, 2022, Strona(/y) Pages 328-336, ISSN 2352-1465
Wydawca: Elsevier B.V.
DOI: 10.1016/j.trpro.2022.09.037

Novel Artificial Situational Awareness System is Comparable with Human Situational Awareness in the En-route Air Traffic Control Domain

Autorzy: Kristina Samardžić, Tomislav Radišić, Ivan Tukarić, Ruth Esther Häusler Hermann
Opublikowane w: Transportation Research Procedia, Numer 23521465, 2022, Strona(/y) Pages 316-327, ISSN 2352-1465
Wydawca: Elsevier B.V.
DOI: 10.1016/j.trpro.2022.09.036

Machine Learning classification techniques applied to static air traffic conflict detection

Autorzy: Javier A. Pérez-Castán, L. Pérez-Sanz, J. Bowen-Varela, L. Serrano-Mira, Tomislav Radisic, Thomas Feuerle
Opublikowane w: IOP Conference Series: Materials Science and Engineering, Numer 17578981, 2022, ISSN 1757-8981
Wydawca: IOP Science
DOI: 10.1088/1757-899x/1226/1/012019

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