DocumentCode :
41155
Title :
Optimal Energy-Aware Epidemic Routing in DTNs
Author :
Eshghi, Soheil ; Khouzani, M.H.R. ; Sarkar, Saswati ; Shroff, Ness B. ; Venkatesh, Santosh S.
Author_Institution :
Dept. of Electr. & Syst. Eng., Univ. of Pennsylvania, Philadelphia, PA, USA
Volume :
60
Issue :
6
fYear :
2015
fDate :
Jun-15
Firstpage :
1554
Lastpage :
1569
Abstract :
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.
Keywords :
delay tolerant networks; energy conservation; optimal control; quality of service; radiocommunication; telecommunication control; telecommunication network routing; telecommunication power management; DTN; dynamic energy-dependent optimal control problem; energy conservation; energy constrained delay tolerant networks; intermediate nodes; mean-field regime; optimal dynamic forwarding decisions; optimal dynamic policy; optimal energy-aware epidemic routing; quality of service; residual energy level; threshold-based structures; Differential equations; Energy states; Optimal control; Quality of service; Routing; Throughput; Vectors; DTN; Delay tolerant networks (DTNs); Energy-Based Epidemic Routing; Stratified Optimal Control; Threshold-Based Forwarding; energy-based epidemic routing; stratified optimal control; threshold-based forwarding;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2015.2396641
Filename :
7027154
Link To Document :
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