TY - JOUR
T1 - Dynamic Network Service Selection in IRS-Assisted Wireless Networks
T2 - A Game Theory Approach
AU - Luong, Nguyen
AU - Nguyen, Thi Thanh Van
AU - Feng, Shaohan
AU - Nguyen, Huy T.
AU - Niyato, Tao Dusit
AU - Kim, Dong In
N1 - Publisher Copyright:
© 1967-2012 IEEE.
PY - 2021/5
Y1 - 2021/5
N2 - In this article, we investigate the dynamic network service provider (SP) and service selection in a user-centric network. Here, the network services are different combinations of network resources. In particular, we consider an intelligent reflecting surface (IRS)-assisted wireless network in which mobile users select different network resources, i.e., transmit power and IRS resources, provided by different SPs. To analyze the SP and service selection of the users, we propose to use an evolutionary game. In the game, the users (players) adjust their selections of the SPs and services based on their utilities. We model the SP and service adaptation of the users by the replicator dynamics and analyze the equilibrium of the evolutionary game. Extensive simulations are provided to demonstrate the consistency and effectiveness of the proposed game approach.
AB - In this article, we investigate the dynamic network service provider (SP) and service selection in a user-centric network. Here, the network services are different combinations of network resources. In particular, we consider an intelligent reflecting surface (IRS)-assisted wireless network in which mobile users select different network resources, i.e., transmit power and IRS resources, provided by different SPs. To analyze the SP and service selection of the users, we propose to use an evolutionary game. In the game, the users (players) adjust their selections of the SPs and services based on their utilities. We model the SP and service adaptation of the users by the replicator dynamics and analyze the equilibrium of the evolutionary game. Extensive simulations are provided to demonstrate the consistency and effectiveness of the proposed game approach.
KW - Intelligent reflecting surface
KW - evolutionary game
KW - network selection
UR - https://www.scopus.com/pages/publications/85104263613
U2 - 10.1109/TVT.2021.3072643
DO - 10.1109/TVT.2021.3072643
M3 - Article
AN - SCOPUS:85104263613
SN - 0018-9545
VL - 70
SP - 5160
EP - 5165
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 5
M1 - 9403975
ER -