On Exploiting Transient Social Contact Patterns for Data Forwarding in Delay-Tolerant Networks

被引:86
作者
Gao, Wei [1 ]
Cao, Guohong [2 ]
La Porta, Tom [2 ]
Han, Jiawei [3 ]
机构
[1] Univ Tennessee Knoxville, Dept Elect Engn & Comp Sci, Knoxville, TN 37919 USA
[2] Penn State Univ, Dept Comp Sci & Engn, University Pk, PA 16802 USA
[3] Univ Illinois, Dept Comp Sci, Siebel Ctr Comp Sci, Urbana, IL 61801 USA
关键词
Forwarding; transient contact pattern; social network; delay-tolerant network; centrality; community; COMMUNITY STRUCTURE;
D O I
10.1109/TMC.2011.249
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Unpredictable node mobility, low node density, and lack of global information make it challenging to achieve effective data forwarding in Delay-Tolerant Networks (DTNs). Most of the current data forwarding schemes choose the nodes with the best cumulative capability of contacting others as relays to carry and forward data, but these nodes may not be the best relay choices within a short time period due to the heterogeneity of transient node contact characteristics. In this paper, we propose a novel approach to improve the performance of data forwarding with a short time constraint in DTNs by exploiting the transient social contact patterns. These patterns represent the transient characteristics of contact distribution, network connectivity and social community structure in DTNs, and we provide analytical formulations on these patterns based on experimental studies of realistic DTN traces. We then propose appropriate forwarding metrics based on these patterns to improve the effectiveness of data forwarding. When applied to various data forwarding strategies, our proposed forwarding metrics achieve much better performance compared to existing schemes with similar forwarding cost.
引用
收藏
页码:151 / 165
页数:15
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