國立高雄大學圖資館 |

Language: English

Back

Mean field game and its applications...

Banez, Reginald A.

Mean field game and its applications in wireless networks

Record Type:	Electronic resources : Monograph/item
Title/Author:	Mean field game and its applications in wireless networksby Reginald A. Banez ... [et al.].
other author:	Banez, Reginald A.
Published:	Cham :Springer International Publishing :2021.
Description:	x, 178 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Mean field theory.
Online resource:	https://doi.org/10.1007/978-3-030-86905-2
ISBN:	9783030869052$q(electronic bk.)

Mean field game and its applications in wireless networks
Mean field game and its applications in wireless networks[electronic resource] /by Reginald A. Banez ... [et al.]. - Cham :Springer International Publishing :2021. - x, 178 p. :ill. (chiefly col.), digital ;24 cm. - Wireless networks,2366-1445. - Wireless networks..

1. Overview of Mean Field Games in Wireless Networks -- 2. Introduction to Mean Field Games and Mean-Field-Type Games -- 3. A Survey of Mean Field Game Applications in Wireless Networks -- 4. Mean Field Game Applications in Ultra-Dense 5G, 6G, and Beyond Wireless Networks -- 5. Multiple-Population Mean Field Game for Social Networks -- 6. Mean-Field-Type Game for Multi-Access Edge Computing Networks.

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.

ISBN: 9783030869052$q(electronic bk.)

Standard No.: 10.1007/978-3-030-86905-2doiSubjects--Topical Terms:

262949
Mean field theory.

LC Class. No.: TK5102.83

Dewey Class. No.: 621.384015118

Mean field game and its applications in wireless networks
LDR:03198nmm a2200337 a 4500 001 610483
003 DE-He213
005 20211030104934.0
006 m d
007 cr nn 008maaau
008 220330s2021 sz s 0 eng d
020 $a 9783030869052$q(electronic bk.)
020 $a 9783030869045$q(paper)
024 7 $a 10.1007/978-3-030-86905-2 $2 doi
035 $a 978-3-030-86905-2
040 $a GP $c GP
041 0 $a eng
050 4 $a TK5102.83
072 7 $a UKN $2 bicssc
072 7 $a COM075000 $2 bisacsh
072 7 $a UKN $2 thema
082 0 4 $a 621.384015118 $2 23
090 $a TK5102.83 $b .M483 2021
245 0 0 $a Mean field game and its applications in wireless networks $h [electronic resource] / $c by Reginald A. Banez ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a x, 178 p. : $b ill. (chiefly col.), digital ; $c 24 cm.
490 1 $a Wireless networks, $x 2366-1445
505 0 $a 1. Overview of Mean Field Games in Wireless Networks -- 2. Introduction to Mean Field Games and Mean-Field-Type Games -- 3. A Survey of Mean Field Game Applications in Wireless Networks -- 4. Mean Field Game Applications in Ultra-Dense 5G, 6G, and Beyond Wireless Networks -- 5. Multiple-Population Mean Field Game for Social Networks -- 6. Mean-Field-Type Game for Multi-Access Edge Computing Networks.
520 $a 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.
650 0 $a Mean field theory. $3 262949
650 0 $a Wireless communication systems $x Mathematical models. $3 558619
650 1 4 $a Computer Communication Networks. $3 218087
650 2 4 $a Wireless and Mobile Communication. $3 820685
650 2 4 $a Communications Engineering, Networks. $3 273745
700 1 $a Banez, Reginald A. $3 908525
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Wireless networks. $3 731203
856 4 0 $u https://doi.org/10.1007/978-3-030-86905-2
950 $a Computer Science (SpringerNature-11645)