Situation Assessment in Aviation

航空形势评估:基于贝叶斯网络与模糊逻辑的方法

航空、航天科学技术基础学科

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1588.00
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出  版 社
出版时间
2023年12月22日
装      帧
精装
ISBN
9781032440934
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页      码
424
开      本
234 x 156 mm (6.14 x 9.21
语      种
英文
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图书简介
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
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