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