Internet Access in Vehicular Networks

Name: Internet Access in Vehicular Networks
Brand: Springer Nature Switzerland AG
SKU: 9783030889906
Price: 520.67 PLN
Availability: InStock

Autor: Xuemin (Sherman) Shen, Haibo Zhou

Język:

Oprawa: Twarda

Wydawca: Springer Nature Switzerland AG

Dostępność: Dostępna u dostawcy

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This book introduces the Internet access for vehicles as well as novel communication and computing p...

Informacje o książce

Autor

Xuemin (Sherman) Shen, Haibo Zhou

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2021

strony

180

EAN

9783030889906

ISBN

3030889904

Enbook ID

38348889

Wydawca

Springer Nature Switzerland AG

Waga

442

Wymiary

160 x 241 x 15

Pełny opis

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.

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