A Hierarchical Game With Strategy Evolution for Mobile Sponsored Content and Service Markets
| dc.contributor.author | Wang, Wenbo | |
| dc.contributor.author | Xiong, Zehui | |
| dc.contributor.author | Niyato, Dusit | |
| dc.contributor.author | Wang, Ping | |
| dc.contributor.author | Han, Zhu | |
| dc.date.accessioned | 2020-05-11T16:13:41Z | |
| dc.date.available | 2020-05-11T16:13:41Z | |
| dc.date.issued | 9/24/2018 | |
| dc.description.abstract | In sponsored content and service markets, the content and service providers are able to subsidize their target mobile users through directly paying the mobile network operator to lower the price of the data/service access charged by the network operator to the mobile users. The sponsoring mechanism leads to a surge in mobile data and service demand, which in return compensates for the sponsoring cost and benefits the content/service providers. In this paper, we study the interactions among the three parties in the market, namely, the mobile users, the content/service providers, and the network operator, as a two-level game with multiple Stackelberg (i.e., leader) players. Our study is featured by the consideration of global network effects owning to consumers' grouping. Since the mobile users may have bounded rationality, we model the service-selection process among them as an evolutionary-population follower sub-game. Meanwhile, we model the pricing-then-sponsoring process between the content/service providers and the network operator as a non-cooperative equilibrium searching problem. By investigating the structure of the proposed game, we reveal a few important properties regarding the equilibrium existence and propose a distributed, projection-based algorithm for iterative equilibrium searching. Simulation results validate the convergence of the proposed algorithm and demonstrate how sponsoring helps improve both the providers' profits and the users' experience. | |
| dc.identifier.citation | Copyright 2018 IEEE Transactions on Communications. This is a pre-print version of a published paper that is available at: https://ieeexplore.ieee.org/abstract/document/8463549. Recommended citation: Wang, Wenbo, Zehui Xiong, Dusit Niyato, Ping Wang, and Zhu Han. "A hierarchical game with strategy evolution for mobile sponsored content and service markets." IEEE Transactions on Communications 67, no. 1 (2018): 472-488. DOI: 10.1109/TCOMM.2018.2869820. This item has been deposited in accordance with publisher copyright and licensing terms and with the author's permission. | |
| dc.identifier.uri | https://hdl.handle.net/10657/6412 | |
| dc.publisher | IEEE Transactions on Communications | |
| dc.subject | Sponsored content/service market | |
| dc.subject | global network effects | |
| dc.subject | multi-leader-follower game | |
| dc.subject | evolutionary game | |
| dc.subject | variational inequalities | |
| dc.title | A Hierarchical Game With Strategy Evolution for Mobile Sponsored Content and Service Markets | |
| dc.type | Article |