The internet of drones : AI applications for smart solutions

著者

    • Solanki, Arun
    • Tarar, Sandhya
    • Singh, Simar Preet
    • Tayal, Akash

書誌事項

The internet of drones : AI applications for smart solutions

edited by Arun Solanki ... [et al.]

Apple Academic Press, 2023

  • : hbk

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

In recent years, drones have been integrated with the Internet of Things to offer a variety of exciting new applications. Here is a detailed exploration of adapting and implementing Internet of Drones technologies in real-world applications, emphasizing solutions to architectural challenges and providing a clear overview of standardization and regulation, implementation plans, and privacy concerns. The book discusses the architectures and protocols for drone communications, implementing and deploying of 5G-drone setups, security issues, deep learning techniques applied on real-time footage, and more. It also explores some of the varied applications, such as for monitoring and analysis of troposphere pollutants, providing services and communications in smart cities (such as for weather forecasting, communications, transport, safety and protection), for disaster relief management, for agricultural crop monitoring, and more.

目次

PART I: INTRODUCTION TO DRONES 1. The Internet of Things (IoT) Architectures and Protocols for Drone Communications 2. Approaching Internet Renovation of Imperceptible Computers to Facilitate the Internet of Drones 3. Implementation and Deployment of 5G-Drone Setups PART II: DRONE AUTOMATION SOLUTIONS FOR SECURITY AND SURVEILLANCE 4. Security Issues in the Internet of Drones (IoDs) 5. Real-Time Monitoring and Analysis of Troposphere Pollutants Using a Multipurpose Surveillance Drone 6. Advanced Object Detection Methods for Drone Vision 7. Security Analysis of UAV Communication Protocols: Solutions, Prospects, and Encounters PART III: DRONE IN THE MACHINE LEARNING ENVIRONMENT 8. Challenges and Opportunities of Machine Learning and Deep Learning Techniques for the Internet of Drones 9. Machine Learning and Deep Learning Algorithms for IoD PART IV: DRONES IN SMART CITIES 10. Smart Cities and the Internet of Drones 11. The Internet of Drones for Enhancing Service Quality in Smart Cities PART V: APPLICATIONS OF DRONES IN BUSINESS AND DISASTER RELIEF MANAGEMENT 12. Internet of Drones Application in Aviation MRO Business Services 13. Deploying Unmanned Aerial Vehicle (UAV) for Disaster Relief Management

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