Physical Layer Security With Unmanned Aerial Vehicles For Advanced Wireless Networks

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Physical Layer Security with Unmanned Aerial Vehicles for Advanced Wireless Networks

Author : Aly Sabri Abdalla
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Physical Layer Security with Unmanned Aerial Vehicles for Advanced Wireless Networks by : Aly Sabri Abdalla

Download or read book Physical Layer Security with Unmanned Aerial Vehicles for Advanced Wireless Networks written by Aly Sabri Abdalla and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unmanned aerial vehicles (UAVs) are emerging as enablers for supporting many applications and services, such as precision agriculture, search and rescue, temporary network deployment, coverage extension, and security. UAVs are being considered for integration into emerging wireless networks as aerial users, aerial relays (ARs), or aerial base stations (ABSs). This dissertation proposes employing UAVs to contribute to physical layer techniques that enhance the security performance of advanced wireless networks and services in terms of availability, resilience, and confidentiality. The focus is on securing terrestrial cellular communications against eavesdropping with a cellular-connected UAV that is dispatched as an AR or ABS. The research develops mathematical tools and applies machine learning algorithms to jointly optimize UAV trajectory and advanced communication parameters for improving the secrecy rate of wireless links, covering various communication scenarios: static and mobile users, single and multiple users, and single and multiple eavesdroppers with and without knowledge of the location of attackers and their channel state information. The analysis is based on established air-to-ground and air-to-air channel models for single and multiple antenna systems while taking into consideration the limited on-board energy resources of cellular-connected UAVs. Simulation results show fast algorithm convergence and significant improvements in terms of channel secrecy capacity that can be achieved when UAVs assist terrestrial cellular networks as proposed here over state-of-the-art solutions. In addition, numerical results demonstrate that the proposed methods scale well with the number of users to be served and with different eavesdropping distributions. The presented solutions are wireless protocol agnostic, can complement traditional security principles, and can be extended to address other communication security and performance needs.

Wireless Communications and Networking for Unmanned Aerial Vehicles

Author : Walid Saad
Publisher : Cambridge University Press
ISBN 13 : 1108574041
Total Pages : 295 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Wireless Communications and Networking for Unmanned Aerial Vehicles by : Walid Saad

Download or read book Wireless Communications and Networking for Unmanned Aerial Vehicles written by Walid Saad and published by Cambridge University Press. This book was released on 2020-04-02 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: A thorough treatment of UAV wireless communications and networking research challenges and opportunities. Detailed, step-by-step development of carefully selected research problems that pertain to UAV network performance analysis and optimization, physical layer design, trajectory path planning, resource management, multiple access, cooperative communications, standardization, control, and security is provided. Featuring discussion of practical applications including drone delivery systems, public safety, IoT, virtual reality, and smart cities, this is an essential tool for researchers, students, and engineers interested in broadening their knowledge of the deployment and operation of communication systems that integrate or rely on unmanned aerial vehicles.

Securing Unmanned Aerial Vehicle Networks

Author : Bin Duo
Publisher : Springer Nature
ISBN 13 : 303145605X
Total Pages : 130 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Securing Unmanned Aerial Vehicle Networks by : Bin Duo

Download or read book Securing Unmanned Aerial Vehicle Networks written by Bin Duo and published by Springer Nature. This book was released on 2023-11-20 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the model and algorithm aspects of securing Unmanned Aerial Vehicle Networks (UAV). To equip readers with the essential knowledge required for conducting research in this field, it covers the foundational concepts of this topic as well. This book also offers a detailed insight into UAV networks from the physical layer security point of view. The authors discuss the appropriate channel models for characterizing various propagation environments that UAV networks are exposed. The state-of-the-art technologies, such as UAV trajectory design, cooperative jamming and reconfigurable intelligent surfaces are covered. The corresponding algorithms for significantly improving the security of UAV networks, along with practical case studies on topics such as energy-efficient and secure UAV networks, elevation angle-distance trade-off for securing UAV networks and securing UAV networks with the aid of reconfigurable intelligent surfaces are presented as well. Last, this book outlines the future challenges and research directions to facilitate further studies on secure UAV networks. This book is suitable reading for graduate students and researchers who are interested in the research areas of UAV networking and communications, IoT security, and physical layer security in wireless networks. Professionals working within these related fields will also benefit from this book.

Flying Ad Hoc Networks

Author : Jingjing Wang
Publisher : Springer Nature
ISBN 13 : 9811688508
Total Pages : 297 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Flying Ad Hoc Networks by : Jingjing Wang

Download or read book Flying Ad Hoc Networks written by Jingjing Wang and published by Springer Nature. This book was released on 2022-02-10 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Relying on unmanned autonomous flight control programs, unmanned aerial vehicles (UAVs) equipped with radio communication devices have been actively developed around the world. Given their low cost, flexible maneuvering and unmanned operation, UAVs have been widely used in both civilian operations and military missions, including environmental monitoring, emergency communications, express distribution, even military surveillance and attacks, for example. Given that a range of standards and protocols used in terrestrial wireless networks are not applicable to UAV networks, and that some practical constraints such as battery power and no-fly zone hinder the maneuverability capability of a single UAV, we need to explore advanced communication and networking theories and methods for the sake of supporting future ultra-reliable and low-latency applications. Typically, the full potential of UAV network’s functionalities can be tapped with the aid of the cooperation of multiple drones relying on their ad hoc networking, in-network communications and coordinated control. Furthermore, some swarm intelligence models and algorithms conceived for dynamic negotiation, path programming, formation flight and task assignment of multiple cooperative drones are also beneficial in terms of extending UAV’s functionalities and coverage, as well as of increasing their efficiency. We call the networking and cooperation of multiple drones as the terminology ‘flying ad hoc network (FANET)’, and there indeed are numerous new challenges to be overcome before the idespread of so-called heterogeneous FANETs. In this book, we examine a range of technical issues in FANETs, from physical-layer channel modeling to MAC-layer resource allocation, while also introducing readers to UAV aided mobile edge computing techniques.

Unmanned Aerial Vehicle Cellular Communications

Author : Agbotiname Lucky Imoize
Publisher : Springer Nature
ISBN 13 : 3031083954
Total Pages : 346 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Unmanned Aerial Vehicle Cellular Communications by : Agbotiname Lucky Imoize

Download or read book Unmanned Aerial Vehicle Cellular Communications written by Agbotiname Lucky Imoize and published by Springer Nature. This book was released on 2022-10-11 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book discusses how Unmanned Aerial Vehicles (UAVs) can leverage the sub-6 GHz massive MIMO to address cell selection and interference issues in future wireless networks. The book takes a close look at utilizing UAVs to achieving direct and efficient device-to device (D2D) communications in the sky. Also, the key 6G enablers (cell-free architectures, artificial intelligence, reconfigurable intelligent surfaces, THz communications, and non-terrestrial networks) for UAV communication are broached, and the primary technological challenges of each enabler are discussed extensively. Furthermore, the book covers the design of adaptable UAVs to operate in diverse and harsh environmental conditions. Additionally, the existing UAVs’ networking protocols and how these can be greatly enhanced to address the issue of intermittent network changes and channel impairments are discussed. The prospects and societal benefits envisioned in future UAVs are also presented.

Integration of Unmanned Aerial Vehicles in Wireless Communication and Networks

Author : Dushantha Nalin K Jayakody
Publisher : Springer Nature
ISBN 13 : 3031038800
Total Pages : 167 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Integration of Unmanned Aerial Vehicles in Wireless Communication and Networks by : Dushantha Nalin K Jayakody

Download or read book Integration of Unmanned Aerial Vehicles in Wireless Communication and Networks written by Dushantha Nalin K Jayakody and published by Springer Nature. This book was released on 2022-07-06 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive overview of Unmanned Arial Vehicles (UAV) and their integration of wireless communications and networks, including inherent challenges and open access concerns. The authors present the latest technologies associated with UAV-assisted wireless communications and networks by linking their association with 5G Wireless Networks. The authors include positioning of UAV, coagulation attack of UAV, and the green prospective of UAV communication systems. The book explains how the UAV can be integrated with 5G wireless schemes such as ultra-reliable, low density communications, full duplex, and non-orthogonal multiple access (NOMA) for 5G. This book targets graduate students, researchers, and industry personnel.

Unmanned Aerial Vehicle Applications over Cellular Networks for 5G and Beyond

Author : Hongliang Zhang
Publisher : Springer Nature
ISBN 13 : 3030330397
Total Pages : 231 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Unmanned Aerial Vehicle Applications over Cellular Networks for 5G and Beyond by : Hongliang Zhang

Download or read book Unmanned Aerial Vehicle Applications over Cellular Networks for 5G and Beyond written by Hongliang Zhang and published by Springer Nature. This book was released on 2019-12-13 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses how to plan the time-variant placements of the UAVs served as base station (BS)/relay, which is very challenging due to the complicated 3D propagation environments, as well as many other practical constraints such as power and flying speed. Spectrum sharing with existing cellular networks is also investigated in this book. The emerging unmanned aerial vehicles (UAVs) have been playing an increasing role in the military, public, and civil applications. To seamlessly integrate UAVs into future cellular networks, this book will cover two main scenarios of UAV applications as follows. The first type of applications can be referred to as UAV Assisted Cellular Communications. Second type of application is to exploit UAVs for sensing purposes, such as smart agriculture, security monitoring, and traffic surveillance. Due to the limited computation capability of UAVs, the real-time sensory data needs to be transmitted to the BS for real-time data processing. The cellular networks are necessarily committed to support the data transmission for UAVs, which the authors refer to as Cellular assisted UAV Sensing. To support real-time sensing streaming, the authors design joint sensing and communication protocols, develop novel beamforming and estimation algorithms, and study efficient distributed resource optimization methods. This book targets signal processing engineers, computer and information scientists, applied mathematicians and statisticians, as well as systems engineers to carve out the role that analytical and experimental engineering has to play in UAV research and development. Undergraduate students, industry managers, government research agency workers and general readers interested in the fields of communications and networks will also want to read this book.

Unmanned Aerial Vehicles for Internet of Things (IoT)

Author : Vandana Mohindru
Publisher : John Wiley & Sons
ISBN 13 : 1119769159
Total Pages : 320 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Unmanned Aerial Vehicles for Internet of Things (IoT) by : Vandana Mohindru

Download or read book Unmanned Aerial Vehicles for Internet of Things (IoT) written by Vandana Mohindru and published by John Wiley & Sons. This book was released on 2021-08-03 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 15 chapters in this book explore the theoretical as well as a number of technical research outcomes on all aspects of UAVs. UAVs has widely differing applications such as disaster management, structural inspection, goods delivery, transportation, localization, mapping, pollution and radiation monitoring, search and rescue, farming, etc. The advantages of using UAVs are countless and have led the way for the full integration of UAVs, as intelligent objects into the IoT system. The book covers cover such subjects as: Efficient energy management systems in UAV based IoT networks IoE enabled UAVs Mind-controlled UAV using Brain-Computer Interface (BCI) The importance of AI in realizing autonomous and intelligent flying IoT Blockchain-based solutions for various security issues in UAV-enabled IoT The challenges and threats of UAVs such as hijacking, privacy, cyber-security, and physical safety.

UAV Communications for 5G and Beyond

Author : Yong Zeng
Publisher : John Wiley & Sons
ISBN 13 : 1119575699
Total Pages : 464 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis UAV Communications for 5G and Beyond by : Yong Zeng

Download or read book UAV Communications for 5G and Beyond written by Yong Zeng and published by John Wiley & Sons. This book was released on 2020-12-14 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore foundational and advanced issues in UAV cellular communications with this cutting-edge and timely new resource UAV Communications for 5G and Beyond delivers a comprehensive overview of the potential applications, networking architectures, research findings, enabling technologies, experimental measurement results, and industry standardizations for UAV communications in cellular systems. The book covers both existing LTE infrastructure, as well as future 5G-and-beyond systems. UAV Communications covers a range of topics that will be of interest to students and professionals alike. Issues of UAV detection and identification are discussed, as is the positioning of autonomous aerial vehicles. More fundamental subjects, like the necessary tradeoffs involved in UAV communication are examined in detail. The distinguished editors offer readers an opportunity to improve their ability to plan and design for the near-future, explosive growth in the number of UAVs, as well as the correspondingly demanding systems that come with them. Readers will learn about a wide variety of timely and practical UAV topics, like: Performance measurement for aerial vehicles over cellular networks, particularly with respect to existing LTE performance Inter-cell interference coordination with drones Massive multiple-input and multiple-output (MIMO) for Cellular UAV communications, including beamforming, null-steering, and the performance of forward-link C&C channels 3GPP standardization for cellular-supported UAVs, including UAV traffic requirements, channel modeling, and interference challenges Trajectory optimization for UAV communications Perfect for professional engineers and researchers working in the field of unmanned aerial vehicles, UAV Communications for 5G and Beyond also belongs on the bookshelves of students in masters and PhD programs studying the integration of UAVs into cellular communication systems.

Intelligent Unmanned Air Vehicles Communications for Public Safety Networks

Author : Zeeshan Kaleem
Publisher : Springer Nature
ISBN 13 : 9811912920
Total Pages : 219 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Intelligent Unmanned Air Vehicles Communications for Public Safety Networks by : Zeeshan Kaleem

Download or read book Intelligent Unmanned Air Vehicles Communications for Public Safety Networks written by Zeeshan Kaleem and published by Springer Nature. This book was released on 2022-05-06 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of the potential use cases and intelligent technologies, UAV layered architectures, research findings, experimental results, and standardization for intelligent UAV communications for public safety networks. This book will cover the conventional non-intelligent and intelligent solutions specifically targeting UAV communications for public safety networks. Moreover, reconfigurable intelligent surface (RIS) has recently attracted researchers and academician attention because its ability improves the propagation environment and enhances communication quality by intelligently reflecting the received signals. Leveraging intelligence into RIS-assisted UAV communications will meet the requirements of the intelligent, green, and sustainable 5G and beyond cellular networks, which makes it a potential candidate to overcome the inherent drawbacks of legacy wireless systems. The topics covered in this book will be of interest to both the professionals and students. 3D UAV placements schemes, trajectory design, interference management schemes, reinforcement learning solutions for more intelligent and trained solutions, joint UAV trajectory and RIS's passive beamforming design, and various other related topics of readers' interest are presented in detail.

Computational Intelligence for Unmanned Aerial Vehicles Communication Networks

Author : Mariya Ouaissa
Publisher : Springer Nature
ISBN 13 : 3030971139
Total Pages : 294 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Computational Intelligence for Unmanned Aerial Vehicles Communication Networks by : Mariya Ouaissa

Download or read book Computational Intelligence for Unmanned Aerial Vehicles Communication Networks written by Mariya Ouaissa and published by Springer Nature. This book was released on 2022-03-29 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, communication network optimization, security, and anomaly detection.

Physical Layer Security for Wireless Sensing and Communication

Author : Hüseyin Arslan
Publisher : IET
ISBN 13 : 183953527X
Total Pages : 385 pages
Book Rating : 4.8/5 (395 download)

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Book Synopsis Physical Layer Security for Wireless Sensing and Communication by : Hüseyin Arslan

Download or read book Physical Layer Security for Wireless Sensing and Communication written by Hüseyin Arslan and published by IET. This book was released on 2023-02-20 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers physical layer security (PHY) for wireless sensing and radio environment concepts along with the related security implications in terms of eavesdropping, disruption, manipulation and, in general, the exploitation of wireless sensing by unauthorised users.

Physical Layer Security for 6g Networks

Author : Trung Q. Duong
Publisher : IET
ISBN 13 : 1839536918
Total Pages : 595 pages
Book Rating : 4.8/5 (395 download)

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Book Synopsis Physical Layer Security for 6g Networks by : Trung Q. Duong

Download or read book Physical Layer Security for 6g Networks written by Trung Q. Duong and published by IET. This book was released on 2024-05-07 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addressing the physical layer security challenges and proposing efficient and resilient physical layer security solutions for beyond 5G networks leading to 6G, this book will help readers better understand the expectations of 6G's physical layer security in supporting a range of communications and sensing technologies.

5G-Enabled Vehicular Communications and Networking

Author : Xiang Cheng
Publisher : Springer
ISBN 13 : 3030021769
Total Pages : 177 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis 5G-Enabled Vehicular Communications and Networking by : Xiang Cheng

Download or read book 5G-Enabled Vehicular Communications and Networking written by Xiang Cheng and published by Springer. This book was released on 2018-11-09 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates and reviews recent advanced techniques and important applications in vehicular communications and networking (VCN) from a novel perspective of the combination and integration of VCN and connected vehicles, which provides a significant scientific and technical support for future 5G-based VCN. 5G-Enabled Vehicular Communications and Networking introduces vehicular channel characteristics, reviews current channel modeling approaches, and then provides a new generic geometry-based stochastic modeling approach for vehicle-to-everything (V2X) communications. The investigation of vehicular channel measurements and modeling provides fundamental supports for the VCN system design. Then, this book investigates VCN-vehicle combination from PHY and MAC layers, respectively. As for the PHY layer, many advanced techniques that can be effectively applied in VCN to counter the PHY challenges are introduced, including novel ICI cancellation methods, index modulated OFDM, differential spatial modulation, and energy harvesting relaying. As for the MAC layer, distributed and centralized MAC designs are analyzed and compared in terms of feasibility and availability. Specifically, distributed congestion control, D2D-enabled vehicular communications, and centralized data dissemination scheduling are elaborated, which can significantly improve the network performance in vehicular networks. Finally, considering VCN-vehicle integration, this book introduces several hot-topic applications in vehicular networks, including electric vehicles, distributed data storage, unmanned aerial vehicles, and security and privacy, which indicates the significance and development value of VCN-vehicle integration in future vehicular networks and our daily life. The primary audience for this book includes professionals and researchers working in the field of vehicular communications, intelligent transportation systems (ITS), and Internet of vehicles (IoV). Advanced level students studying electrical engineering will also find this book useful as a secondary textbook for related courses.

Intelligent Reflecting Surface-Aided Physical-Layer Security

Author : Feng Shu
Publisher : Springer Nature
ISBN 13 : 3031418123
Total Pages : 250 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Intelligent Reflecting Surface-Aided Physical-Layer Security by : Feng Shu

Download or read book Intelligent Reflecting Surface-Aided Physical-Layer Security written by Feng Shu and published by Springer Nature. This book was released on 2023-11-12 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the problems of Physical Layer Security (PLS) in Intelligent Reflecting Surface (IRS)-assisted wireless networks. It also discusses the corresponding methods to solve these problems in a comprehensive style. Furthermore, some potential challenges are well analyzed. This book is divided into 11 chapters. Chapter 1 introduces the propagation characteristics of IRS-aided PLS communications. From Chapter 2 to Chapter 10, The authors mainly provide deep investigations of different PLS problems of IRS-aided wireless networks, namely, directional modulation (DM) networks. Chapter 11 draws a conclusion and includes the future research directions. Researchers working in wireless communications, or advanced-level computer science or electrical engineering students, can learn about secure communication in the physical layer through our book. Professionals or engineers working in this field will also benefit from this book.

6G Wireless

Author : Faisal Tariq
Publisher : CRC Press
ISBN 13 : 100088242X
Total Pages : 354 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis 6G Wireless by : Faisal Tariq

Download or read book 6G Wireless written by Faisal Tariq and published by CRC Press. This book was released on 2023-06-30 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: 6G Wireless: The Communication Paradigm Beyond 2030 offers a thorough discussion of some key emerging technologies such as Intelligent Reflecting Surface (IRS), Unmanned Aerial Vehicles (UAV), Aerial Computing, Terahertz (THz) Communications, Non-Orthogonal Multiple Access (NOMA) and Rate Splitting Multiple Access (RSMA). The book provides a comprehensive coverage of the vision, requirements, use cases, enabling technologies, and challenges for the future 6G wireless communication systems. This includes discussions on how 6G and future IoT systems will enable extremely low latency healthcare systems, smart industry, haptic communications, programmable wireless environment (PWE), advanced VR/AR and holographic communications. IRS is expected to play a prominent role in 6G and the book thoroughly discusses the role of IRS in enabling physical layer security, UAV communications as well as D2D communications. It also explains channel modeling for IRS enabled PWE. Another key aspect of the book is that it provides a comprehensive discussion on security challenges of emerging 6G systems and their potential solutions. Apart from this, it also explains how blockchain techniques can be used for future IoT applications such as intelligent manufacturing and asset tracking. Written in tutorial style, the book is primarily intended for postgraduate students and researchers in the broad domain of wireless communications as well as research-active academics. The book can also be useful as a reference book for BSc/MSc project/thesis works.

Unmanned Aerial Systems

Author : Anis Koubaa
Publisher : Academic Press
ISBN 13 : 0128202777
Total Pages : 652 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Unmanned Aerial Systems by : Anis Koubaa

Download or read book Unmanned Aerial Systems written by Anis Koubaa and published by Academic Press. This book was released on 2021-01-21 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unmanned Aerial Systems: Theoretical Foundation and Applications presents some of the latest innovative approaches to drones from the point-of-view of dynamic modeling, system analysis, optimization, control, communications, 3D-mapping, search and rescue, surveillance, farmland and construction monitoring, and more. With the emergence of low-cost UAS, a vast array of research works in academia and products in the industrial sectors have evolved. The book covers the safe operation of UAS, including, but not limited to, fundamental design, mission and path planning, control theory, computer vision, artificial intelligence, applications requirements, and more. This book provides a unique reference of the state-of-the-art research and development of unmanned aerial systems, making it an essential resource for researchers, instructors and practitioners. Covers some of the most innovative approaches to drones Provides the latest state-of-the-art research and development surrounding unmanned aerial systems Presents a comprehensive reference on unmanned aerial systems, with a focus on cutting-edge technologies and recent research trends in the area