Situation Assessment in Aviation: Bayesian Network and Fuzzy Logic-based Approaches

Situation Assessment in Aviation focuses on new soft computing technologies for evaluating and assessing situations in aviation scenarios,including MSDF,BN,FL,and AI. It is intended for aerospace R&D engineers,systems engineers,aeronautical engineers,and aviation training professionals.

Format: Hardback
Length: 414 pages
Publication date: 29 February 2024
Publisher: Taylor & Francis Ltd

Situation Assessment in Aviation delves into the emerging realm of soft computing technologies, emphasizing their application in evaluating and assessing situations within aviation scenarios. It explores cutting-edge technologies such as multisensory data fusion (MSDF), Bayesian networks (BN), and fuzzy logic (FL), aiming to empower pilots with decision-making support. By examining these technologies in the context of situation assessment, the book discusses the development of sophisticated soft technologies that can enhance pilots' decision-making capabilities when performing tasks like airplane monitoring, pair formation, attack, and threat. It elucidates concepts such as situation awareness, data fusion, decision fusion, Bayesian networks, fuzzy logic type 1, and interval type 2 fuzzy logic. Furthermore, the book presents a hybrid technique combining BN and FL, along with a unique approach to situation assessment, extending beyond visual range and air-to-air combat, by leveraging building blocks of artificial intelligence (AI) for the future development of advanced automated systems, particularly utilizing commercial software. This comprehensive resource is designed for aerospace R&D engineers, systems engineers, aeronautical engineers, and aviation training professionals. It also serves as a valuable resource for aerospace and electrical engineering students enrolled in courses such as Air Traffic Management, Aviation Management, Aviation Operations, and Aviation Safety Systems.

Weight: 960g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032440934