TY - CHAP
T1 - Mean Field Game Applications in Ultra-Dense 5G, 6G, and Beyond Wireless Networks
AU - Banez, Reginald A.
AU - Li, Lixin
AU - Yang, Chungang
AU - Han, Zhu
N1 - Publisher Copyright:
© 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2021
Y1 - 2021
N2 - Ultra-dense networks (UDNs) are networks with high number of interacting communication devices and/or equipment per coverage area. The advantages of implementing UDNs are high network capacity, advanced interference management, frequency reuse, and prevalent line-of-sight (LOS) transmissions. Meanwhile, the challenges in UDNs include interference management, energy efficiency, and scheduling. Recently, mean-field game (MFG) theory has been introduced in the economics and engineering literature to study the strategic decision making of large number of symmetric, indistinguishable, and negligible interacting agents. In this chapter, three case studies are presented to demonstrate how MFG was utilized in addressing the challenges in ultra-dense wireless networks and improving their performance.
AB - Ultra-dense networks (UDNs) are networks with high number of interacting communication devices and/or equipment per coverage area. The advantages of implementing UDNs are high network capacity, advanced interference management, frequency reuse, and prevalent line-of-sight (LOS) transmissions. Meanwhile, the challenges in UDNs include interference management, energy efficiency, and scheduling. Recently, mean-field game (MFG) theory has been introduced in the economics and engineering literature to study the strategic decision making of large number of symmetric, indistinguishable, and negligible interacting agents. In this chapter, three case studies are presented to demonstrate how MFG was utilized in addressing the challenges in ultra-dense wireless networks and improving their performance.
UR - http://www.scopus.com/inward/record.url?scp=85118455177&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-86905-2_4
DO - 10.1007/978-3-030-86905-2_4
M3 - 章节
AN - SCOPUS:85118455177
T3 - Wireless Networks (United Kingdom)
SP - 83
EP - 111
BT - Wireless Networks (United Kingdom)
PB - Springer Science and Business Media B.V.
ER -
