Situation Assessment in Aviation
eBook - ePub

Situation Assessment in Aviation

Bayesian Network and Fuzzy Logic-based Approaches

  1. 434 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Situation Assessment in Aviation

Bayesian Network and Fuzzy Logic-based Approaches

About this book

Situation Assessment in Aviation focuses on new aspects of soft computing technologies for the 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 the 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.

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Yes, you can access Situation Assessment in Aviation by Jitendra R. Raol,Sudesh K. Kashyap,Lakshmi Shrinivasan in PDF and/or ePUB format, as well as other popular books in Computer Science & Electrical Engineering & Telecommunications. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half-Title Page
  3. Title Page
  4. Copyright Page
  5. Table of Contents
  6. Preface
  7. Acknowledgements
  8. About the Authors
  9. 1 Introduction
  10. 2 Situation Awareness
  11. 3 Situation Assessment
  12. 4 Theory of Fuzzy Logic
  13. 5 Fuzzy Logic-based Decision Fusion and Fuzzy Filtering
  14. 6 Performance Evaluation of Fuzzy Logic-based Decision System
  15. 7 Situation Assessment Models and Use of Fuzzy Logic
  16. 8 Interval Type 2 Fuzzy Logic (IT2FL)-based Decision System
  17. 9 IT2 Fuzzy Logic Decision Fusion for Formation-Flying Recognition
  18. 10 Bayesian Mental Models of a Pilot for SA in Air-to-Air Combat
  19. 11 Fuzzy Logic and Bayesian Network-based SA in Air-to-Air Combat
  20. 12 Approaches of Artificial Intelligence-based Situation Awareness and Assessment
  21. Appendix A: Aviation Safety and Security
  22. Appendix B
  23. Appendix C: Situation Assessment Case Study-1
  24. Appendix D: Situation Assessment Case Study-2
  25. Index