Internet access in vehicular networks / Wenchao Xu, Haibo Zhou, Xuemin (Sherman) Shen.
Xu, Wenchao, author.; Zhou, Haibo, author.; Shen, X. (Xuemin), 1958- author.
2021
TK5103.2
Available Online

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Title Internet access in vehicular networks / Wenchao Xu, Haibo Zhou, Xuemin (Sherman) Shen.
Author Xu, Wenchao, author.
ISBN 9783030889913 (electronic bk.)
3030889912 (electronic bk.)
3030889904
9783030889906
DOI https://doi.org/10.1007/978-3-030-88991-3
Imprint Cham, Switzerland : Springer, 2021.
Language English
Description 1 online resource (xii, 165 pages) : color illustrations.
Other Standard Identifiers 10.1007/978-3-030-88991-3 doi
Call Number TK5103.2
Dewey Decimal Classification 621.3845
Summary This book introduces the Internet access for vehicles as well as novel communication and computing paradigms based on the Internet of vehicles. To enable efficient and reliable Internet connection for mobile vehicle users, this book first introduces analytical modelling methods for the practical vehicle-to-roadside (V2R) Internet access procedure, and employ the interworking of V2R and vehicle-to-vehicle (V2V) to improve the network performance for a variety of automotive applications. In addition, the wireless link performance between a vehicle and an Internet access station is investigated, and a machine learning based algorithm is proposed to improve the link throughout by selecting an efficient modulation and coding scheme. This book also investigates the distributed machine learning algorithms over the Internet access of vehicles. A novel broadcasting scheme is designed to intelligently adjust the training users that are involved in the iteration rounds for an asynchronous federated learning scheme, which is shown to greatly improve the training efficiency. This book conducts the fully asynchronous machine learning evaluations among vehicle users that can utilize the opportunistic V2R communication to train machine learning models. Researchers and advanced-level students who focus on vehicular networks, industrial entities for internet of vehicles providers, government agencies target on transportation system and road management will find this book useful as reference. Network device manufacturers and network operators will also want to purchase this book.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Source of Description Online resource; title from PDF title page (SpringerLink, viewed December 6, 2021).
Added Author Zhou, Haibo, author.
Shen, X. (Xuemin), 1958- author.
Available in Other Form Internet access in vehicular networks.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Introduction of Internet access of vehicular networks
Internet access modeling for vehicular connection
V2X interworking via vehicular Internet access
Intelligent link management for vehicular Internet access
Intelligent networking enabled vehicular distributed learning
Conclusion and future workers.

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