An effective positive transmission routing algorithm based on social relationships in opportunistic social networks

被引:3
|
作者
Zheng, Peng [1 ,2 ]
Fei, Hongxiao [1 ,2 ]
Yan, Yeqing [1 ,2 ,3 ]
机构
[1] Cent South Univ, Sch Comp Sci & Engn, Changsha 410075, Peoples R China
[2] Cent South Univ, Changsha 410075, Peoples R China
[3] Minist Educ, Mobile Hlth, China Mobile Joint Lab, Changsha 410083, Peoples R China
关键词
Opportunistic social networks; Modularity; Community; Relationship strength; Abnormal nodes; SCHEME;
D O I
10.1007/s12083-019-00767-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Opportunistic social network enables users to form an instant network for information sharing, which is a type of multi-hop wireless network in nature, thus relies on cooperation between nodes to complete message transmission. At present, most traditional routing algorithms require relay nodes to unconditionally forward received data. However, due to the limited of network resources, not all nodes are willing to forward data for other nodes, which is manifested as refusing to accept or even discarding messages, leading to deterioration of network performance. In this regard, this paper proposes an effective positive transmission routing algorithm (EPTR) based on social relationships in opportunistic social networks. This technology optimizes the method of community division by modularity, which not only considers the tightness of networks, but also discusses the social attributes of nodes. In this scheme, nodes with high relationship strength are selected to participate in data forwarding process, which makes packets are transmitted in the direction of increasing forwarding capability of nodes to the destination community. Simulation results show that the proposed algorithm can discover most abnormal nodes including malicious nodes and selfish nodes. Besides, compared with EIMCT algorithm, ITPCM algorithm and Spray and Wait algorithm, the proposed scheme has the highest transmission success rate and the lowest network load.
引用
收藏
页码:269 / 286
页数:18
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