A Game-Theoretic Approach for Exploiting Multiuser Diversity in Cooperative Slotted Aloha

被引:18
作者
Wang, Dandan [1 ]
Comaniciu, Cristina [2 ]
Minn, Hlaing [1 ]
Al-Dhahir, Naofal [1 ]
机构
[1] Univ Texas Dallas, Dept Elect Engn, Richardson, TX 75083 USA
[2] Stevens Inst Technol, Dept Elect Engn, Hoboken, NJ 07094 USA
基金
美国国家科学基金会;
关键词
Game theory; multiuser diversity; medium access control; Aloha;
D O I
10.1109/T-WC.2008.070464
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Multiuser diversity gains can be achieved by assigning channels to users with better channel quality in multiuser systems. To avoid the extensive information exchange required for centralized approaches, we propose a distributed fair pricing strategy for a slotted Aloha system in which users act selfishly to improve their own utilities for both the collision model and the multipacket reception (MPR) model. Based on a game-theoretic framework, we show that multiuser diversity gains can be achieved by appropriately designing the Nash equilibrium thresholds for the selfish users to preserve the throughput and revenue achieved in the classical slotted Aloha systems. The network enforces fairness among different users by employing a pricing policy that favors equal access probabilities. Our simulation results show that significant multiuser diversity gains are achieved in terms of energy consumption and/or spectral efficiency.
引用
收藏
页码:4215 / 4225
页数:11
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