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Bücher Wissen & Bildung Englische Bücher Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Datenkommunikation & Netzwerke Internet Access in Vehicular Networks
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Internet Access in Vehicular Networks
Wenchao Xu, Haibo Zhou, Xuemin (Sherman) Shen (Gebundene Ausgabe, Englisch)
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Beschreibung
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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Bis zu 50 % günstiger als neu
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Technische Daten
Erscheinungsdatum
19.11.2021
Sprache
Englisch
EAN
9783030889906
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Wenchao Xu, Haibo Zhou, Xuemin (Sherman) Shen
Seitenanzahl
165
Auflage
1
Einbandart
Gebundene Ausgabe
Schlagwörter
Wireless and Mobile Communication, Vehicular Networks, Vehicle-to-Vehicle Communication, Vehicular Internet Access, Internet of Vehicles, Network Performance, Internet access, Internet link adaptation, Vehicular offloading, Distributed computing, Asynchronous parallelization, Mobile edge learning, Vehicle-to-roadside, Reinforcement learning, Federated learning, Rateless broadcasting
Thema-Inhalt
UKN - Netzwerk-Hardware
TJKW - Drahtlostechnologie
UYQE - Wissensbasierte Systeme, Expertensysteme
TRC - Fahrzeugbau
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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