The Next Generation Vehicular Networks, Modeling, Algorithm and Applications

1. Auflage 2021
ISBN: 978-3-030-56829-0
Verlag: Springer International Publishing

Buch, Englisch, 157 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 271 g

Reihe: Wireless Networks

This book proposes the novel network envisions and framework design principles, in order to systematically expound the next generation vehicular networks, including the modelling, algorithms and practical applications. It focuses on the key enabling technologies to design the next generation vehicular networks with various vehicular services to realize the safe, convenient and comfortable driving.  The next generation vehicular networks has emerged to provide services with a high quality of experience (QoE) to vehicles, where both better network maintainability and sustainability can be obtained than before.
The framework design principles and related network architecture are also covered in this book. Then, the series of research topics are discussed including the reputation based content centric delivery, the contract based mobile edge caching, the Stackelberg game model based computation offloading, the auction game based secure computationoffloading, the bargain game based security protection and the deep learning based autonomous driving. Finally, the investigation, development and future works are also introduced for designing the next generation vehicular networks.

The primary audience for this book are researchers, who work in computer science and electronic engineering. Professionals working in the field of  mobile networks and communications, as well as engineers and technical staff who work on the development or the standard of computer networks will also find this book useful as a reference.

Zielgruppe

Research

Autoren/Hrsg.

Su, Zhou

Hui, Yilong

Xing, Rui

Luan, Tom H.

Liu, Qiaorong

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Drahtlostechnologie
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung

Inhaltsverzeichnis

1. Introduction.- 2. Reputation Based Content Delivery in Information Centric Vehicular Networks.- 3. Contract Based Edge Caching in Vehicular Network.- 4. Stackelberg Game Based Computation Of?oading in Vehicular Networks.-5. Auction Based Secure Computation Of?oading in Vehicular Networks.- 5. Bargain Game Based Secure Content Delivery in Vehicular Networks.- 6. Deep Learning Based Autonomous Driving in Vehicular Networks.- 7. Conclusions and Future Directions.

Über Autor(innen)

Prof. Zhou Su works on the topics include Internet of things, wireless communication and network security. He has published more than 100 international journal and conference papers including IEEE/ACM ToN, IEEE JSAC?IEEE TMC?IEEE TMM?IEEE TWC?IEEE TVT?IEEE TBD?IEEE TETC, etc. He received the best paper award of IEEE ICC2020, IEEE BigdataSE2019, IEEE Comsoc TCCGC 2018, IEEE CyberSciTech 2017,etc. He is an associate editor of IEEE Internet of Things Journal and IEEE Open Journal of Computer Society.
Yilong Hui works on the topics include wireless communication, mobile edge computing, vehicular networks, autonomous driving and intelligent transportation system. He is a lecturer with the State Key Laboratory of Integrated Services Networks, and with the School of Telecommunication Engineering, Xidian University, China. Dr. Hui has published over 20 scientific articles in leading journals and international conferences, including IEEE JSAC, IEEE/ACM TON, IEEETITS, IEEE TVT, IEEE TETC and IEEE Wireless Communications.

Tom H. Luan is a professor with the School of Engineering, Xidian University, Xi'an, China. He received the B.E. degree from the Xi'an Jiaotong University, China, in 2004, the Master degree from the Hong Kong University of Science and Technology, Hong Kong, in 2007, and the Ph.D. degree from the University of Waterloo, Canada, in 2012, all in Electrical and Computer Engineering. Dr. Luan has authored/coauthored around 40 journal papers and 30 technical papers in conference proceedings, and awarded one US patent. He served as a TPC member for IEEE Globecom, ICC, PIMRC and the technical reviewer for multiple IEEE Transactions including TMC, TPDS, TVT, TWC and ITS.

Qiaorong Liu works on the topics include computation offloading and caching in vehicular networks. She received the B.E. degree from the Northwest University for Nationalities, China, in 2016, andthe master degree from Shanghai University, China, in 2019.

Rui Xing works on the topics include security and optimization in vehicular networks. He received the B.E. and master degree from Shanghai University, China, in 2017 and 2020, respectively.