國立虎尾科技大學 |

Mean Field Game and its Applications in Wireless Networks

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Mean Field Game and its Applications in Wireless Networks/ by Reginald A. Banez, Lixin Li, Chungang Yang, Zhu Han.
作者:	Banez, Reginald A.
其他作者:	Han, Zhu.
面頁冊數:	X, 178 p. 31 illus., 30 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Communications Engineering, Networks. -
電子資源:	https://doi.org/10.1007/978-3-030-86905-2
ISBN:	9783030869052

Mean Field Game and its Applications in Wireless Networks
Banez, Reginald A.

Mean Field Game and its Applications in Wireless Networks[electronic resource] /by Reginald A. Banez, Lixin Li, Chungang Yang, Zhu Han. - 1st ed. 2021. - X, 178 p. 31 illus., 30 illus. in color.online resource. - 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

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

669809
Communications Engineering, Networks.

LC Class. No.: TK5105.5-5105.9

Dewey Class. No.: 004.6

Mean Field Game and its Applications in Wireless Networks
LDR:03580nam a22004095i 4500 001 1056797
003 DE-He213
005 20211030104934.0
007 cr nn 008mamaa
008 220103s2021 sz | s |||| 0|eng d
020 $a 9783030869052 $9 978-3-030-86905-2
024 7 $a 10.1007/978-3-030-86905-2 $2 doi
035 $a 978-3-030-86905-2
050 4 $a TK5105.5-5105.9
072 7 $a UKN $2 bicssc
072 7 $a COM075000 $2 bisacsh
072 7 $a UKN $2 thema
082 0 4 $a 004.6 $2 23
100 1 $a Banez, Reginald A. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1362164
245 1 0 $a Mean Field Game and its Applications in Wireless Networks $h [electronic resource] / $c by Reginald A. Banez, Lixin Li, Chungang Yang, Zhu Han.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a X, 178 p. 31 illus., 30 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
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 2 4 $a Communications Engineering, Networks. $3 669809
650 2 4 $a Wireless and Mobile Communication. $3 1207058
650 1 4 $a Computer Communication Networks. $3 669310
650 0 $a Electrical engineering. $3 596380
650 0 $a Mobile communication systems. $3 562917
650 0 $a Wireless communication systems. $3 562740
650 0 $a Computer communication systems. $3 1115394
700 1 $a Han, Zhu. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1019368
700 1 $a Yang, Chungang. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1362166
700 1 $a Li, Lixin. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1362165
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030869045
776 0 8 $i Printed edition: $z 9783030869069
776 0 8 $i Printed edition: $z 9783030869076
830 0 $a Wireless Networks, $x 2366-1186 $3 1258208
856 4 0 $u https://doi.org/10.1007/978-3-030-86905-2
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)