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Selective Message Forwarding in Delay Tolerant Networks

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Abstract

It is challenging to deliver messages in a network where no instant end-to-end path exists, so called delay-tolerant network (DTN). Node encounters are used for message forwarding. In this paper, we propose a DTN routing protocol SMART. SMART utilizes the travel companions of the destinations (i.e. nodes that frequently meet the destination) to increase the delivery opportunities while limiting message overhead to a bounded number. Our approach differs from related work in that it does not propagate node encounter history nor the delivery probabilities derived from the encounter history. In SMART, a message source injects a fixed number of message copies into the network to forward the message to a companion of the destination, which only forwards the message to a fixed number of the destination’s companions. Our analysis and simulation results show that SMART has a higher delivery ratio and a smaller delivery latency than the schemes that only use controlled opportunistically-forwarding mechanism and has a significantly smaller routing overhead than a pure flooding scheme.

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References

  1. Juang P, Oki H, YW, et al. (2002) Energy-efficient computing for wildlife tracking: design tradeoffs and early experiences with zebranet. In: Proceedings of ASPLOS-X

  2. Doria A, Udn M, Pandey DP (2002) Providing connectivity to the Saami Nomadic community. In: Proc. 2nd int. conf. on open collaborative design for sustainable innovation

  3. Johnson DB, Maltz DA (1996) Dynamic source routing in ad hoc wireless networks. In: Mobile computing. pp 153–181

  4. Perkins C, Royer E (1999) Ad hoc on-demand distance vector routing. In: 2nd IEEE workshop on mobile computing systems and applications

  5. Vahdat A, Becker D (2000) Epidemic routing for partially-connected ad hoc networks. Technical report, Duke University

  6. Jain S, Fall K, Patra R (2004) Routing in a delay tolerant network. In: ACM sigcomm

  7. Wang Y, Jain S, Martonosi M, Fall K (2005) Erasure coding based routing in opportunistic networks. In: ACM SIGCOMM workshop on delay tolerant networking

  8. Spyropoulos T, Psounis K, Raghavendra CS (2004) Single-copy routing in intermittently connected mobile networks. In: Proc. of IEEE Secon ’04

  9. Spyropoulos T, Psounis K, Raghavendra C (2005) Spray and wait: an efficient routing scheme for intermittently connected mobile networks. In: WDTN ’05, pp 252–259

  10. Spyropoulos T, Psounis K, Raghavendra CS (2007) Spray and focus: efficient mobility-assisted routing for heterogeneous and correlated mobility. In: PERCOMW ’07. Washington, DC, USA, pp 79–85

  11. Lindgren A, Doria A, Schelen O (2003) Probabilistic routing in intermittently connected networks. In: SIGMOBILE mobile computing communications review. July, pp 7:19–20

  12. Burgess J, Gallagher B, Jensen D, Levine B (2006) Maxprop: routing for vehicle-based disruption-tolerant networking. In: IEEE infocom

  13. Burns B, Brock O, Levine BN (2005) MV routing and capacity building in disruption tolerant networks. In: IEEE infocom

  14. Musolesi M, Hailes S, Mascolo C (2005) Adaptive routing for intermittently connected mobile ad hoc networks. In: WOWMOM’05

  15. Leguay J, Friedman T, Conan V (2005) DTN routing in a mobility pattern space. In: ACM SIGCOMM – workshop on delay tolerant networking and related topics (WDTN-05)

  16. Ghosh J, Ngo HQ, Qiao C (2006) Mobility profile based routing within intermittently connected mobile ad hoc networks (icman). In: IWCMC ’06. pp 551–556

  17. Zhao W, Ammar M, Zegura E (2004) A message ferrying approach for data delivery in sparse mobile ad hoc networks. In: MobiHoc

  18. Tuduce C, Gross T (2005) A mobility model based on wlan traces and its validation. In: INFOCOM 2005. IEEE, pp 664–674

  19. Kim M, Kotz D, Kim S (2006) Extracting a mobility model from real user traces. In: INFOCOM 2006, April

  20. Hsu W, Spyropoulos T, Psounis K, Helmy A (2007) Modeling time-variant user mobility in wireless mobile networks. In: INFOCOM 2007. Anchorage, Alaska, March

  21. Zhang X, Kurose JK, Levine BN, Towsley D, Zhang H (2007) Study of a bus-based disruption-tolerant network: mobility modeling and impact on routing. In: MobiCom ’07. pp 195–206

  22. Walker BD, Glenn JK, Clancy TC (2007) Analysis of simple counting protocols for delay-tolerant networks. In: CHANTS ’07. New York, NY, USA, pp 19–26

  23. Shah R, Roy S, Jain S, Brunette W (2003) Data MULEs: modeling a three-tier architecture for sparse sensor networks. In: IEEE SNPA

  24. Song L, Kotz DF (2007) Evaluating opportunistic routing protocols with large realistic contact traces. In: CHANTS ’07. New York, NY, USA, pp 35–42

  25. Tariq MMB, Ammar M, Zegura E (2006) Message ferry route design for sparse ad hoc networks with mobile nodes. In: MobiHoc ’06. pp 37–48

  26. Kermack W, McKendrick A (1927) A contribution to the mathematical theory of epidemics. In: Proceedings of the royal society of London series A. pp 700–721

  27. Scalable Network Technologies (SNT) Qualnet network simulator. http://www.qualnet.com/

  28. Zheng Q, Hong X, Liu J (2006) An agenda based mobility model. In: 39th annual simulation symposium

  29. National Household Travel Survey (2001) http://nhts.ornl.gov/2001/index.shtml

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Correspondence to Lei Tang.

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The work is an extension to the paper presented at the International Conference on Broadband Communications, Networks, and Systems (Broadnets 2007), Raleigh, NC, Sept 2007.

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Tang, L., Zheng, Q., Liu, J. et al. Selective Message Forwarding in Delay Tolerant Networks. Mobile Netw Appl 14, 387–400 (2009). https://doi.org/10.1007/s11036-008-0096-7

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  • DOI: https://doi.org/10.1007/s11036-008-0096-7

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