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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Datenkommunikation & Netzwerke Mean Field Game and its Applications in Wireless Networks
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Mean Field Game and its Applications in Wireless Networks
Reginald A. Banez, Lixin Li, Chungang Yang, Zhu Han (Gebundene Ausgabe, Englisch)
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Beschreibung
This book covers the basic theory of mean field game (MFG) and its applications in wireless networks. It starts with an overview of the current and future state-of-the-art in 5G and 6G wireless networks. Then, a tutorial is presented for MFG, mean-field-type game (MFTG), and prerequisite fields of study such as optimal control theory and differential games. This book also includes a literature… survey of MFG-based research in wireless network technologies such as ultra-dense networks (UDNs), device-to-device (D2D) communications, internet-of-things (IoT), unmanned aerial vehicles (UAVs), and mobile edge networks (MENs). Several applications of MFG and MFTG in UDNs, social networks, and multi-access edge computing networks (MECNs) are introduced as well. Applications of MFG covered in this book are divided in three parts. The first part covers three single-population MFG research works or case studies in UDNs including ultra-dense D2D networks, ultra-dense UAV networks, and dense-user MECNs. The second part centers on a multiple-population MFG (MPMFG) modeling of belief and opinion evolution in social networks. It focuses on a recently developed MPMFG framework and its application in analyzing the behavior of users in a multiple-population social network. Finally, the last part concentrates on an MFTG approach to computation offloading in MECN. The computation offloading algorithms are designed for energy- and time-efficient offloading of computation-intensive tasks in an MECN. This book targets advanced-level students, professors, researchers, scientists, and engineers in the fields of communications and networks. Industry managers and government employees working in these same fields will also find this book useful. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
31.10.2021
Sprache
Englisch
EAN
9783030869045
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Wireless Networks
Sonderedition
Nein
Autor
Reginald A. Banez, Lixin Li, Chungang Yang, Zhu Han
Seitenanzahl
178
Einbandart
Gebundene Ausgabe
Schlagwörter
Mean field games, mean-field-type games, social networks, user behavior modeling, belief and opinion evolution, social evolution dataset, numerical MFG, multiple-population MFG, UAV networks, mean field Stackelberg game, computation offloading, multi-access edge computing networks, non-cooperative MFTG, cooperative MFTG, direct method MFTG, 5G/6G Networks, Wireless Networks, Ultra-Dense Networks, Device-to-Device Communications, Game Theory
Thema-Inhalt
UKN - Netzwerk-Hardware
TJKW - Drahtlostechnologie
TJK - Nachrichtententechnik, Telekommunikation
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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