Optimal Energy-Aware Epidemic Routing in DTNs

被引:28
|
作者
Eshghi, Soheil [1 ]
Khouzani, M. H. R. [2 ]
Sarkar, Saswati [1 ]
Shroff, Ness B. [3 ]
Venkatesh, Santosh S. [1 ]
机构
[1] Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
[2] Royal Holloway Univ London, Informat Secur Grp, Egham TW20 0EX, Surrey, England
[3] Ohio State Univ, Dept Elect & Comp Engn, Columbus, OH 43210 USA
关键词
Delay tolerant networks (DTNs); energy-based epidemic routing; stratified optimal control; threshold-based forwarding; OPTIMIZATION;
D O I
10.1109/TAC.2015.2396641
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we investigate the use of epidemic routing in energy constrained delay tolerant networks (DTNs). In epidemic routing, messages are relayed by intermediate nodes at contact opportunities, i.e., when pairs of nodes come within the transmission range of each other. Each node needs to decide whether to forward its message upon contact with a new node based on its own residual energy level and the age of that message. We mathematically characterize the fundamental trade-off between energy conservation and a measure of Quality of Service as a dynamic energy-dependent optimal control problem. We prove that in the mean-field regime, the optimal dynamic forwarding decisions follow simple threshold-based structures in which the forwarding threshold for each node depends on its current remaining energy. We then characterize the nature of this dependence. Our simulations reveal that the optimal dynamic policy significantly outperforms heuristics.
引用
收藏
页码:1554 / 1569
页数:16
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