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Situation Assessment in Aviation - Bayesian Network and Fuzzy Logic-based Approaches
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Situation Assessment in Aviation - Bayesian Network and Fuzzy Logic-based Approaches
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Situation Assessment in Aviation focuses on new aspects of soft
computing technologies for evaluation and assessment of situations
in aviation scenarios. It considers technologies emerging from
multisensory data fusion (MSDF), Bayesian networks (BN), and fuzzy
logic (FL) to assist pilots in their decision-making. Studying
MSDF, BN, and FL from the perspective of their applications to the
problem of situation assessment, the book discusses the development
of certain soft technologies that can be further used for devising
more sophisticated technologies for a pilot’s decision-making
when performing certain tasks: airplane monitoring, pair formation,
attack, and threat. It explains the concepts of situation
awareness, data fusion, decision fusion, Bayesian networks, fuzzy
logic type 1, and interval type 2 fuzzy logic. The book also
presents a hybrid technique by using BN and FL and a unique
approach to the problem of situation assessment, beyond visual
range and air-to-air combat, by utilizing building blocks of
artificial intelligence (AI) for future development of more
advanced automated systems, especially using commercial software.
The book is intended for aerospace R&D engineers, systems
engineers, aeronautical engineers, and aviation training
professionals. It will also be useful for aerospace and electrical
engineering students taking courses in Air Traffic Management,
Aviation Management, Aviation Operations, and Aviation Safety
Systems.
General
Imprint: |
Taylor & Francis
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Country of origin: |
United Kingdom |
Release date: |
December 2023 |
First published: |
2024 |
Authors: |
Jitendra R. Raol
• Sudesh K. Kashyap
• Lakshmi Shrinivasan
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Dimensions: |
234 x 156mm (L x W) |
Pages: |
424 |
ISBN-13: |
978-1-03-244093-4 |
Categories: |
Books
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LSN: |
1-03-244093-7 |
Barcode: |
9781032440934 |
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