Edge Computing and Aerial Platforms
Description
Unlock the groundbreaking potential of aerial-aided edge computing with this comprehensive guide, which provides the expert insights and architectural frameworks needed to revolutionize disaster management, precision agriculture, and smart city initiatives through real-time, data-driven innovation.
In the rapidly evolving landscape of modern technology, the convergence of aerial platforms and edge computing has emerged as a groundbreaking paradigm, offering unparalleled opportunities for innovation and efficiency across diverse domains. This book delves into the forefront of this transformative intersection, providing an insightful exploration of its trends, challenges, and wide-ranging applications. This comprehensive guide navigates the intricate relationship between aerial platforms, such as drones and unmanned aerial vehicles (UAVs), and edge computing infrastructure, demonstrating the synergistic potential they possess. The book will cover the key areas, including the fundamental principles and architecture of edge computing, laying the groundwork for understanding its integration with aerial platforms. From enhancing disaster management and environmental monitoring to revolutionizing precision agriculture and smart city initiatives, the integration of aerial-aided edge computing reshapes how we perceive and interact with the world around us. With contributions from leading experts in the field, this book offers a deep dive into the latest research, methodologies, and technological advancements driving this innovative fusion forward.
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Persons
Sapna Juneja, PhD is a Professor and Associate Dean of Research and Development in the Department of Computer Science and Engineering in the KIET Group of Institutions with more than 17 years of teaching experience. She has published six patents and various research articles in the renowned national and international journals. Her research interests include software engineering, computer networks, operating systems, database management systems, and artificial intelligence.
Rajesh Kumar Dhanaraj, PhD is a Professor at Symbiosis International University. He has authored and edited more than 50 books on various cutting-edge technologies, contributed more than 100 papers to international journals, and holds 21 patents. His research interests encompass machine learning, cyber-physical systems, and wireless sensor networks.
Abhinav Juneja, PhD is a Professor and the Head of the Department of Computer Science and Information Technology in the KIET Group of Institutions with more than 21 years of teaching experience. He has more than 55 publications in national and international journals and conferences and has edited two books on emerging areas of machine learning and related technologies. He is a member of the Association for Computing Machinery and the International Association of Engineers.
Content
Preface xv
1 Introduction to Aerial Aided Edge Computing: Understanding and Foundation of Edge Computing 1
Gifty Gupta, Isha Kansal, Charu Sharma, Deepali Gupta, Kamali Gupta and Yonis Gulzar
2 Advancing Autonomous Drone Systems: The Synergy of AI and Data Science in Enhancing Drone Capabilities and Applications 37
Geetika Munjal, Praanjul Yadav and Amanul Haque
3 Applications of Aerial Aided Edge Computing in Disaster Management and Emergency Response, Environmental Monitoring and Conservation, Precision Agriculture and Crop Management, Infrastructure Inspection and Maintenance, Surveillance, and Public Safety 63
K. Lakshmi, S. Parvathavarthini and M. Thangavel
4 Application of Aerial Edge Computing in Disaster Management 103
Monika Kumari, Ankit Baranwal, Sonal and Puneet Garg
5 Advances in Aerial Platforms and Edge Computing 123
Aditi, Pragya Saraswat, Vivek Sharma and Puneet Garg
6 Resource Constraints and Energy Efficient Optimization Algorithms for Aerial Aided Edge Device 145
Gifty Gupta, Isha Kansal, Charu Sharma, Deepali Gupta, Kamali Gupta and Sapna Juneja
7 Advancing Edge-Integrated IoT Systems: Unleashing the Power of AI for Energy-Efficient and Real-Time Solutions 179
Monica Dutta, Mudita Uppal, Deepali Gupta and Abhinav Juneja
8 Deployments of Aerial Aided Edge Computing in Real-World Scenarios 217
Vishnu Durai R. S., Dhivyashree M., Akshya J., M. Sundarrajan and Rajesh Kumar Dhanaraj
9 Aerial-Aided Edge Computing: Emerging Trends and Future Directions 245
Hemant Upadhyay and Manisha Sharma
10 Security and Privacy in Aerial-Aided Edge Computing Including Encryption and Authentication Mechanisms 265
Ravi G., N. Manikanda Devarajan and S. Prabu
11 Integration of Aerial-Aided Edge Technologies with Emerging Technologies 293
S. Parvathavarthini, K. Lakshmi, M. Pyingkodi and C. Balakumar
12 Research Challenges and Opportunities 329
Pankaj Kumar and S. K. Singh
13 Fusion of Aerial Networks with Advanced Computing Paradigms 355
Abhishek Singh, Reeta Parmar, Parul Bhardwaj, Vivek Sharma and Puneet Garg
14 Integration of Aerial and Edge Technologies with Other Emerging Technologies 369
Urvinder Kaur, Neeraj Gupta, Neha Bhatia, Ashima Arya and Mukesh Kumar
Conclusion 394
Acknowledgement 397
Bibliography 397
Index 401