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SITRAER Proceedings · XVI SITRAER 2017

SITRAER Proceedings – XVI SITRAER (2017)

A Review on Aeronautical Decision-Making and Artificial Intelligence for Unmanned Aircraft

  • Thiago Toshio Matsumoto
  • João Batista Camargo Junior

Escola Politécnica da Universidade de São Paulo – EPUSP

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Event
XVI SITRAER – Rio de Janeiro, RJ, Brasil, October 25–27, 2017
Volume
Proceedings of XVI Air Transportation Symposium (SITRAER) · ISSN 2448-1912
Pages
638–647
Publisher
Universidade Federal do Rio de Janeiro (UFRJ/COPPE)
Editors
Fabio Krykhtine

Abstract

We present a review of decision-making concepts with focus on Aeronautical Decision-Making (ADM), traditionally performed by humans, and possible decision-making methods presented in Artificial Intelligence (AI) literature, with focus on collision avoidance. Additionally, from the human decision-making model used in ADM, we perform a comparison with AI methods with the objective of identifying advantages and disadvantages of replacing a human by an AI-based system within an aircraft. The identification of the state of the art on those subjects will be used as basis to future researches on unmanned aircraft autonomous operation.

Keywords: Aeronautical decision-making; artificial intelligence; UAS

How to cite

ABNT

MATSUMOTO, Thiago Toshio; CAMARGO JUNIOR, João Batista. A Review on Aeronautical Decision-Making and Artificial Intelligence for Unmanned Aircraft. In: SIMPÓSIO DE TRANSPORTE AÉREO, 16., 2017, Rio de Janeiro. Anais [...]. Rio de Janeiro: UFRJ/COPPE, 2018. p. 638-647. ISSN 2448-1912. Disponível em: https://sitraer-sbta.org/anais-2017-sit45.html.

APA

Matsumoto, T. T., & Camargo Junior, J. B. (2017). A Review on Aeronautical Decision-Making and Artificial Intelligence for Unmanned Aircraft. In F. Krykhtine (Eds.), Proceedings of XVI Air Transportation Symposium (SITRAER) (pp. 638–647). UFRJ/COPPE. https://sitraer-sbta.org/anais-2017-sit45.html

BibTeX
@inproceedings{matsumoto2017a,
  author = {Matsumoto, Thiago Toshio and Camargo Junior, João Batista},
  title = {{A Review on Aeronautical Decision-Making and Artificial Intelligence for Unmanned Aircraft}},
  booktitle = {Proceedings of XVI Air Transportation Symposium (SITRAER)},
  editor = {Krykhtine, Fabio},
  pages = {638--647},
  year = {2017},
  address = {Rio de Janeiro, RJ, Brasil},
  publisher = {Universidade Federal do Rio de Janeiro (UFRJ/COPPE)},
  issn = {2448-1912},
  url = {https://sitraer-sbta.org/anais-2017-sit45.html}
}