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Computational Intelligence for Unmanned Aerial Vehicles Communication Networks de Mariya Ouaissa

Computational Intelligence for Unmanned Aerial Vehicles Communication Networks: Studies in Computational Intelligence, cartea 1033

Editat de Mariya Ouaissa, Inam Ullah Khan, Mariyam Ouaissa, Zakaria Boulouard, Syed Bilal Hussain Shah
en Limba Engleză Paperback – 31 mar 2023
This book aims to provide a vision that can combine the best of both Artificial Intelligence (AI) and communication networks for designing the deployment trajectory to establish flexible Unmanned Aerial Vehicles (UAV) communication networks.
This book will discuss the major challenges that can face deploying unmanned aerial vehicles in emergent networks. It will focus on possible applications of UAV in a Smart City environment where they can be supported by Internet of Things (IoT), wireless sensor networks, as well as 5G, and beyond.  
This book presents the possible problems and solutions, the network integration of the UAV and compare the communication technologies to be used.
This book will be a collection of original contributions regarding state of the art AI/ML based solutions in UAV communication networks which can be used for routing protocol design, transport layer optimization, user/application behaviour prediction, communicationnetwork optimization, security, and anomaly detection.

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Specificații

ISBN-13: 9783030971151
ISBN-10: 3030971155
Pagini: 289
Ilustrații: XI, 289 p. 108 illus., 94 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.43 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Computational Intelligence

Locul publicării:Cham, Switzerland

Cuprins

Machine Learning and AI Approach to Improve UAV Communication and Networking- Implementation of Machine Learning Techniques in Unmanned Aerial Vehicle Control and its Various Applications.- Machine Learning Techniques for UAV Trajectory Optimization: A Survey.- 



Textul de pe ultima copertă

This book aims to provide a vision that can combine the best of both Artificial Intelligence (AI) and communication networks for designing the deployment trajectory to establish flexible Unmanned Aerial Vehicles (UAV) communication networks.
This book will discuss the major challenges that can face deploying unmanned aerial vehicles in emergent networks. It will focus on possible applications of UAV in a Smart City environment where they can be supported by Internet of Things (IoT), wireless sensor networks, as well as 5G, and beyond.  
This book presents the possible problems and solutions, the network integration of the UAV and compare the communication technologies to be used.
This book will be a collection of original contributions regarding state of the art AI/ML based solutions in UAV communication networks which can be used for routing protocol design, transport layer optimization, user/application behaviour prediction, communicationnetwork optimization, security, and anomaly detection.

Caracteristici

Combines AI and communication networks to establish flexible UAV communication networks Focuses on possible applications of Unmanned Aerial Vehicles in a Smart City environment Recent research on Computational Intelligence for Unmanned Aerial Vehicles Communication Networks