Skip to main content

Energy Efficient Multicast Routing with Delay Constraint in Bus-Based DTNs

  • Conference paper
  • First Online:
Advanced Technologies in Ad Hoc and Sensor Networks

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 295))

  • 1277 Accesses

Abstract

Delay Tolerant Networks (DTNs) have drawn much attention due to the widely applications deployed in challenging environments. Because of the low node density, high mobility and short radio communication range, a complete path between the source and the destination may not exist. In bus-based DTNs, the buses move following the scheduled trajectories and are equipped with devices which provide two kinds of communication, including short-distance communication and long-distance communication. This paper studies the energy efficient multicast routing problem with delay constraint for each destination. We formulate it as an integer programming. The simulation results show that our optimal model can achieve higher energy saving than the scheme only considering the long-distance communication.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Wu JJ, Wu RH (2011) A routing algorithm based on energy constraint. In: 3rd international conference on computer research and development, IEEE Press, New York, pp 330–332

    Google Scholar 

  2. Yao Y, Huang L, Sharma A, Golubchik L, Michael N (2012) Data centers power reduction: a two time scale approach for delay tolerant workloads. In: Proceedings IEEE INFOCOM, IEEE Press, New York, pp 1431–1439

    Google Scholar 

  3. Li Y, Jiang YR, Jin DP, Li S, Zeng LG, Wu DO (2010) Energy-efficient optimal opportunistic forwarding for delay-tolerant networks. In: IEEE transactions on vehicular technology society, vol 59. IEEE Press, New York, pp 4500–4512

    Google Scholar 

  4. Goundan A, Coe E, Raghavendra C (2008) Efficient broadcasting in delay tolerant networks. In: IEEE global telecommunications conference, IEEE GLOBECOMIEEE Press, New York, pp 1–5

    Google Scholar 

  5. Radwam A, Albano M, Rodriguez J, Verikoukis C (2012) Analysis of energy saving using cooperation use-case: WiFi and WiMedia. In: Future networks and mobilesummit (FutureNetw), IEEE Press, New York, pp 1–10

    Google Scholar 

  6. Mongiovi M, Singh AK, Yan XF, Zong B, Psounis K (2012) Efficient multicasting for delay tolerant networks using graph indexing. In: Proceedings IEEE INFOCOM, IEEE Press, New York, pp 1386–1394

    Google Scholar 

  7. Cai Y, Zhang LN (2011) Minimum-energy multicast using random linear network coding. In: 7th international conference on mobile ad-hoc and sensor networks, IEEE Press, New York, pp 470–474

    Google Scholar 

  8. Doering M, Pögel T, Pöttner WB, Wolf L (2010) A new mobility trace for realistic large-scale simulation of bus-based DTNs. In: Proceedings of 5th ACM workshop on challenged networks, ACM Press, New York, pp 71–73

    Google Scholar 

  9. Ristanovic N, Le Boudec J-Y, Chaintreau A, Erramilli V (2011) Energy efficient offloading of 3G networks. In: IEEE 8th international conference on MASS, IEEE Press, New York, pp 202–211

    Google Scholar 

  10. Nam M, Choi N, Seok Y, Choi Y (2004) WISE: energy-efficient interface selection on vertical handoff between 3G networks and WLANs. In: 15th IEEE international symposium on PIMRC, IEEE Press, New York, pp 692–698

    Google Scholar 

  11. Chicago Transit Authority, Bus Tracker API. http://www.transitchicago.com/developers/bustracker.aspx

Download references

Acknowledgments

This work is supported by Anhui Natural Science Foundation, China [1208085MF89, 1308085MF87], SRF for ROCS, SEM [2013JYLH0280], and the Fundamental Research Funds for the Central Universities [2013H GXJ0232, 2013HGXJ0233].

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lili Ren .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Ren, L., Wang, Q., Fu, S., Liu, Y. (2014). Energy Efficient Multicast Routing with Delay Constraint in Bus-Based DTNs. In: Wang, X., Cui, L., Guo, Z. (eds) Advanced Technologies in Ad Hoc and Sensor Networks. Lecture Notes in Electrical Engineering, vol 295. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-54174-2_17

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-54174-2_17

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-54173-5

  • Online ISBN: 978-3-642-54174-2

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics