• 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