Table Of ContentPART 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
SynopsisIn 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., In recent years, drones have been integrated with the Internet of Things to offer a variety of exciting new applications in different sectors. This volume provides a detailed exploration of adapting and implementing Internet of Drones (IoD) technologies into real-world applications, with the emphasis on solutions to architectural challenges, providing a clear overview of standardization and regulation, implementation plans, and privacy concerns. The Internet of Drones: AI Applications for Smart Solutions discusses the architectures and protocols for drone communications, implementing and deploying of 5G-drone setups, security issues with drone technology, deep learning techniques applied on real-time footage, and more. It also explores some of the varied applications of IoD, such as for use in monitoring and analysis of troposphere pollutants, providing services and communications in smart cities (such as for weather forecasting, healthcare, communications, transport, agriculture, safety and protection, environmental reduction, service delivery, and e-disposal), for disaster relief management (such as for scanning the affected areas for radiation intensity in cases of nuclear disaster, gathering the location of hotspots, looking for the victims, assessing damage), and more. The authors cover package delivery, movement of traffic, crop monitoring, and mass detection. The problems and challenges associated with IoD in air traffic monitoring, communication between drones, optimum route discovery, and security are also addressed. This detailed exploration of adapting and implementing IoD technologies into real-world applications in this volume will be valuable for graduate students in computer science and especially drone technology, as well as researchers and professionals., A detailed exploration of implementing Internet of Drones technologies into real-world applications, with the emphasis on solutions to architectural challenges, providing a clear overview of standardization and regulation, implementation plans, and privacy concerns, along with its uses in many areas.