Title :
A game-theoretic approach for bandwidth allocation and pricing in heterogeneous wireless networks
Author :
Bin Fu ; Zhiqing Wei ; Xiao Yan ; Kezhong Zhang ; Zhiyong Feng ; Qixun Zhang
Author_Institution :
Key Lab. of Universal Wireless Commun., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
In this paper, a distributed two-level Stackelberg game for bandwidth allocation and pricing in heterogeneous wireless networks is proposed. The proposed Stackelberg game consists of two competition game levels, namely, a user level game and a network level game. Networks are the Stackelberg leaders which play the network level game and decide price to maximize the revenue of networks. The multi-mode users are the Stackelberg followers which play the user level game and decide bandwidth allocation to maximize the utility of users. In the user level game, the notion of Match-Degree is introduced to take into account the suitability of networks to various traffics. Then the existence of Stackelberg equilibrium (SE) is verified for this Stackelberg game. To obtain the SE, an iterative algorithm is constructed. Simulation results show that our proposed game not only can significantly increase the utility of users compared with traditional bandwidth allocation schemes, but also can set suitable network price by considering network competition and user behavior.
Keywords :
bandwidth allocation; channel allocation; game theory; iterative methods; pricing; Stackelberg equilibrium; Stackelberg followers; Stackelberg leaders; bandwidth allocation; distributed two-level Stackelberg game; game-theoretic approach; heterogeneous wireless networks; iterative algorithm; match-degree notion; network competition; network level game; pricing; two competition game levels; user behavior; user level game; Bandwidth; Channel allocation; Games; Packet loss; Pricing; Resource management; Wireless networks; bandwidth allocation; heterogeneous wireless networks; parallel transmission; pricing strategy; two-level Stackelberg game;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2015 IEEE
Conference_Location :
New Orleans, LA
DOI :
10.1109/WCNC.2015.7127721