A novel noncooperative game competing model using generalized simple additive weighting method to perform network selection in heterogeneous wireless networks

被引:18
|
作者
Salih, Yass K. [1 ]
See, Ong Hang [1 ]
Ibrahim, Rabha W. [2 ]
Yussof, Salman [3 ]
Iqbal, Azlan [3 ]
机构
[1] Univ Tenaga Nas, Coll Engn, Kajang 43000, Selangor, Malaysia
[2] Univ Malaya, Inst Math Sci, Fac Sci, Kuala Lumpur 50603, Malaysia
[3] Univ Tenaga Nas, Coll Informat Technol, Kajang 43000, Selangor, Malaysia
关键词
heterogeneous network selection; vertical handover; game theory; SAW; user preferences; utility theory;
D O I
10.1002/dac.2747
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
Network selection mechanisms have a significant role in guaranteeing the QoS for users in a heterogeneous wireless networks environment. These mechanisms allow the selection of an optimal wireless network to satisfy the needs of users. Users are provided with the opportunity to select from multiple connectivity opportunities available all over various wireless networks. Furthermore, the network operators themselves can execute active selection strategies that facilitate proper decision making, in which user preferences are considered. This study proposes a new noncooperative competing game-theoretic model and strategy space based on user preference. This model can solve network selection problems and capture the inter-linkages of decisions taken by various networks. A generalized simple additive weighting method is incorporated into the framework of noncooperative game theory. In addition, the utility function is employed to assess the usefulness of the system. Simulation results and analysis illustrate the efficacy of the suggested model in attaining optimum network utility for heterogeneous wireless networks while optimizing user satisfaction. Copyright (C) 2014 John Wiley & Sons, Ltd.
引用
收藏
页码:1112 / 1125
页数:14
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