In order to overcome the problem that the topology performance optimization of wireless sensor network is single,an indicator which can represent the bi-directional communication quality of a link is defined.Then the link communication quality,node interference and balance of surplus energy are integrated into the utility function.Finally,a self-maintaining topology control game algorithm based on link quality (SMGLQ) is proposed.The theoretical analysis proves that SMGLQ algorithm can converge to a Pareto optimal.Simulation results show that SMGLQ chooses the links with better communication quality for the network.Moreover,it can reduce the energy consumption.
陈白, 辛敏洁, 刘伟静, 姚宁, 郝晓辰, 汝小月. 一种基于链路质量的自维护拓扑控制博弈算法[J]. 电子学报, 2016, 44(9): 2227-2234.
CHEN Bai, XIN Min-jie, LIU Wei-jing, YAO Ning, HAO Xiao-chen, RU Xiao-yue. SMGLQ: A Self-Maintaining Topology Control Game Algorithm Based on Link Quality. Acta Electronica Sinica, 2016, 44(9): 2227-2234.
[1] Hao X C,Zhang Y X,Jia N,et al.Virtual game-based energy balanced topology control algorithm for wireless sensor networks[J].Wireless Personal Communications,2013,69(4):1289-1308.
[2] Cho H H,Tseng F H,Shih T K,et al.A k-cooperative analysis in game-based WSN environment[J].Lecture Notes in Electrical Engineering,2014,260:1215-1225.
[3] Guoyan Yang,Xin Guan.A non-cooperative game theoretic approach to energy-efficient power control in wireless sensor networks[J].International Journal of Future Generation Communication and Networking,2014,7(1):169-180.
[4] Miao X N,Xu G.Cooperative differential game model based on trade-off between energy and delay for wireless sensor networks[J].Annals of Operations Research,2013,206(1):297-310.
[5] 郝晓辰,张亚晓,刘彬,等.一种能耗均衡的传感器网络可靠拓扑博弈算法[J].软件学报,2011,22(Suppl1):1-12. Hao Xiao-chen,Zhang Ya-xiao,Liu Bin,et al.Energy-balanced and reliable topology control game algorithm for sensor networks[J].Journal of Software,2011,22(Suppl1):1-12.(in Chinese)
[6] 王绍青,聂景楠.一种无线传感器网络性能评估及优化方法[J].电子学报,2010,38(4):882-886. WANG Shao-qing,NIE Jian-nan.An approach of performance analysis and optimization for wireless sensor networks[J].Acta Electronica Sinica,2010,38(4):882-886.(in Chinese)
[7] Xing G,Lu C,Jia X,et al.Localized and configurable topology control in lossy wireless sensor networks[J].Ad Hoc Networks,2013,11(4):1345-1358.
[8] Dinh Duong Mai,Anh Tai Tran,Myung Kyun Kim.Measuring link quality based on ETX metric in multi-hop wireless networks[J].Advanced Science and Technology Letters,2014,46(Networking and Communication 2014):115-118.
[9] 吕涛,施伟斌.无线传感器网络自适应功率调整机制研究[J].信息技术,2014,(3):134-136. LÜ Tao,Shi Wei-bin.Adaptive power adjustment mechanism for wireless sensor networks[J].Information Technology,2014(3):134-136.(in Chinese)
[10] Xiao Mi,Shao Xin-yu,Gao Liang,Luo Zhen.A new methodology for multi-objective multidisciplinary design optimization problems based on game theory[J].Expert Systems with Applications,2015,42(3):1602-1612.