The Internet of Drones : AI Applications for Smart Solutions

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  • 電子書籍

The Internet of Drones : AI Applications for Smart Solutions

  • 言語:ENG
  • ISBN:9781774639863
  • eISBN:9781000565539

ファイル: /

Description

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.

Table of Contents

PART I: INTRODUCTION TO DRONES 

1. The Internet of Things (IoT) Architectures and Protocols for Drone Communications 

Garima Kulshreshtha, Awadhesh Kumar Maurya, and Sheng-Lung Peng 

2. Approaching Internet Renovation of Imperceptible Computers to Facilitate the Internet of Drones 

R. Jayalakshmi and Chuan-Ming Liu 

3. Implementation and Deployment of 5G-Drone Setups 

Jagjit Singh Dhatterwal, Kuldeep Singh Kaswan, and Amit Pandey 

PART II: DRONE AUTOMATION SOLUTION FOR SECURITY AND SURVEILLANCE 

4. Security Issues in the Internet of Drones (IoDs) 

Namisha Bhasin, Sandhya Tarar, and Korhan Cengiz 

5. Real-Time Monitoring and Analysis of Troposphere Pollutants Using a Multipurpose Surveillance Drone 

Ramakanta Choudhury, Navneet Yadav, Jaideep Kala, Sonalika Bhandari, Chandrakanta Samal, and Noor Zaman Jhanjhi 

6. Advanced Object Detection Methods for Drone Vision 

Mahendra Kumar Gourisaria, G. M. Harshvardhan, Nitin. S. Goje, Soubhagya Sankar Barpanda, and Sachi Nandan Mohanty 

7. Security Analysis of UAV Communication Protocols: Solutions, Prospects, and Encounters 

P. Praveen Kumar, T. Ananth Kumar, Pavithra Muthu, Rajmohan Rajendirane, and R. Dinesh Jackson Samuel 

PART III: DRONES IN THE MACHINE LEARNING ENVIRONMENT 

8. Challenges and Opportunities of Machine Learning and Deep Learning Techniques for the Internet of Drones 

Roshan Lal, Sandhya Tarar, and Naveen Chilamkurti Smieee 

9. Machine Learning and Deep Learning Algorithms for IoD 

Jagjit Singh Dhatterwal, Kuldeep Singh Kaswan, Vivek Jaglan, and Aanchal Vij 

PART IV: DRONES IN SMART CITIES 

10. Smart Cities and the Internet of Drones 

Mehtab Alam, Akshay Chamoli, and Nabeela Hasan 

11. The Internet of Drones for Enhancing Service Quality in Smart Cities 

Aditi Sakalle, Pradeep Tomar, Harshit Bhardwaj, Uttam Sharma, and Arpit Bhardwaj 

PART V: APPLICATIONS OF DRONES IN BUSINESS AND DISASTER RELIEF MANAGEMENT 

12. Internet of Drones Application in Aviation MRO Business Services 

Bharati Singh and Saurabh Tiwari 

13. Deploying Unmanned Aerial Vehicle (UAV) for Disaster Relief Management 

Somya Goyal 

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