Integrating AI Techniques into the Design and Development of Smart Cyber-Physical Systems
Defense, Biomedical, Infrastructure, and Transportation
Sorozatcím: Prospects in Smart Technologies;
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73 384 Ft
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A termék adatai:
- Kiadás sorszáma 1
- Kiadó CRC Press
- Megjelenés dátuma 2025. június 2.
- ISBN 9781032787701
- Kötéstípus Keménykötés
- Terjedelem336 oldal
- Méret 234x156 mm
- Nyelv angol
- Illusztrációk 46 Illustrations, black & white; 10 Halftones, black & white; 36 Line drawings, black & white; 30 Tables, black & white 700
Kategóriák
Rövid leírás:
Integrating AI Techniques into the Design and Development of Smart Cyber-Physical Systems: Defense, Biomedical, Infrastructure, and Transportation offers an introductory exploration of the fundamental theories and concepts of Artificial Intelligence and Machine Learning utilized in the building of dependable cyber-physical systems.
TöbbHosszú leírás:
Building on the knowledge of risks, vulnerabilities, and safety measures associated with cyber-physical systems, this book focuses on adapting AI techniques to smart cyber-physical systems application development. The future is going to see cyber-physical systems in almost every aspect of life so a book that focuses on shedding light on the design, development, and security aspects of cyber-physical systems in more crucial domains such as defense, healthcare, biomedical, smart city applications, is needed.
Integrating AI Techniques into the Design and Development of Smart Cyber-Physical Systems: Defense, Biomedical, Infrastructure, and Transportation offers an introductory exploration of the fundamental theories and concepts of Artificial Intelligence and Machine Learning that are utilized in the building of dependable cyber-physical systems. It brings the ideas of advanced design and development and empowered security measures to cyber-physical systems. By focusing on the application of AI in cyber-physical systems design as well as security aspects, an improvement in reliability and advancements can be explored. Also included are the latest findings and advancements as well as case studies and illustrative examples on the design and development of smart cyber-physical systems.
This resource is highly valuable for those employed in educational institutions, research laboratories, enterprises, and government agencies, as well as for students seeking novel ideas in the realm of smart cyber-physical systems design.
TöbbTartalomjegyzék:
Preface
Foreword
About the Authors
Section I: Introduction ? Role of AI in Smart CPS Design and Development.
1. Role of AI Techniques in Smart Cyber-Physical Systems Development.
2. Security Challenges in the Development of Smart IoT.
3. Protecting CPS from Cyber Attacks using AI.
Section II: Application of AI and ML in Smart CPS Analytics.
4. Performance Analytics of CPS.
5. Vulnerability Assessment and Reporting for CPS using AI and ML.
6. Machine Learning Techniques in Cyber-Physical Systems Security Analytics.
Section III: Smart CPS Development for Biomedical and Healthcare using Advanced AI.
7. Smart AI-based Bio-Medical Systems and Tools.
8. Smart Nutrition Analytics using ML Algorithms.
9. Smart AI for Digital Twins in Healthcare.
Section IV: Trustworthy AI in Smart Defence CPS Design.
10. Security Aware Computing for UAVs for Defence.
11. Developing Trustworthy AI for Security Sensitive Defence Applications.
12. Smart Camera Network in Smart Defence Applications.
Section V: AI in Infrastructure and Transportation Management.
13. Smart Heating and Cooling Controller Design for Smart Infrastructure Management.
14. Resilient CPS Design for Connected and Autonomous Vehicles in Smart Transportation.
15. Application of AI in Secured Supply Chain Management.
Több
