Computational Intelligence for Unmanned Aerial Vehicles Communication Networks

This book aims to provide a vision for combining AI and communication networks to design the deployment trajectory for flexible UAV communication networks, focusing on applications in Smart Cities and beyond. It will discuss challenges, solutions, network integration, and communication technologies, including AI/ML-based solutions for routing, optimization, behavior prediction, security, and anomaly detection.

Format: Hardback
Length: 289 pages
Publication date: 30 March 2022
Publisher: Springer Nature Switzerland AG

This book aims to provide a comprehensive vision that combines the best of both artificial intelligence (AI) and communication networks to design the deployment trajectory for establishing flexible unmanned aerial vehicles (UAV) communication networks. In this comprehensive exploration, we will delve into the major challenges that arise when deploying unmanned aerial vehicles (UAVs) in emergent networks. We will focus on the potential applications of UAVs in a smart city environment, where they can leverage the power of Internet of Things (IoT), wireless sensor networks, 5G, and beyond.

This book will present a comprehensive analysis of the possible problems and solutions associated with deploying UAVs in emergent networks. It will explore the network integration of UAVs and compare different communication technologies that can be employed for routing protocol design, transport layer optimization, user/application behavior prediction, communication network optimization, security, and anomaly detection.

Furthermore, this book will serve as a valuable resource for researchers and practitioners interested in advancing the state-of-the-art AI/ML-based solutions in UAV communication networks. It will compile original contributions from experts in the field, shedding light on innovative approaches, algorithms, and techniques that can enhance the performance, reliability, and security of UAV communication networks.

By leveraging the synergies between AI and communication networks, this book aims to pave the way for the development of resilient, efficient, and secure unmanned aerial vehicle communication networks that can revolutionize the way we communicate and interact with our environment.

Weight: 623g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030971120
Edition number: 1st ed. 2022