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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Datenkommunikation & Netzwerke Intelligent Computing and Communication for the Internet of Vehicles
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Intelligent Computing and Communication for the Internet of Vehicles
Mushu Li, Jie Gao, Xuemin (Sherman) Shen, Lian Zhao (Broschiert, Englisch)
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Beschreibung
This book investigates intelligent network resource management for IoV, with the objective of maximizing the communication and computing performance of vehicle users. Focusing on two representative use cases in IoV, i.e., safety message broadcast and autonomous driving, the authors propose link-layer protocol design and application-layer computing task scheduling to achieve the objective given the… unique characteristics and requirements of IoV. In particular, this book illustrates the challenges of resource management for IoV due to network dynamics, such as time-varying traffic intensity and vehicle mobility, and presents intelligent resource management solutions to adapt to the network dynamics. The Internet of Vehicles (IoV) enables vehicle-to-everything connectivity and supports a variety of applications for vehicles on the road. Intelligent resource management is critical for satisfying demanding communication and computing requirements on IoV, while the highly dynamic network environments pose challenges to the design of resource management schemes. This book provides insights into the significance of adaptive resource management in improving the performance of IoV. The customized communication protocol and computing scheduling scheme are designed accordingly by taking the network dynamics information as an integral design factor. Moreover, the decentralized designs of the proposed solutions guarantee low signaling overhead and high scalability. A comprehensive literature review summarizing recent resource management schemes in IoV, followed by the customized design of communication and computing solutions for the two IoV use cases is included which can serve as a useful reference for professionals from both academia and industry in the area of IoV and resource management. Researchers working within this field and computer science and electrical engineering students will find this book useful as well. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
06.01.2023
Sprache
Englisch
EAN
9783031228599
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
SpringerBriefs in Computer Science
Sonderedition
Nein
Autor
Mushu Li, Jie Gao, Xuemin (Sherman) Shen, Lian Zhao
Seitenanzahl
82
Einbandart
Broschiert
Schlagwörter
Internet of Vehicles, Resource Management, Safety Message Broadcast, MAC Design, Autonomous Driving, Computing Scheduling, Mobile Edge Computing, Restless Multi-Armed Bandit, Delay Modeling, Machine Learning, Vehicle-to-Everything (V2X), Protocol Design
Thema-Inhalt
UKN - Netzwerk-Hardware
TJKW - Drahtlostechnologie
TNH - Verkehrsingenieurwesen, Verkehrsplanung
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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