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A Context and Content-Based Routing Protocol for Mobile Sensor Networks

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Wireless Sensor Networks (EWSN 2009)

Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 5432))

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Abstract

The need of monitoring people, animals, and things in general, brings to consider mobile WSNs besides traditional, fixed ones. Moreover, several advanced scenarios, like those including actuators, involve multiple sinks. Mobility and multiple sinks radically changes the way routing is performed, while the peculiarities of WSNs make it difficult to reuse protocols designed for other types of mobile networks.

In this paper, we describe CCBR, a Context and Content-Based Routing protocol explicitly designed for multi-sink, mobile WSNs. CCBR adopts content-based addressing to effectively support the data-centric communication paradigm usually adopted by WSN applications. It also takes into account the characteristics (i.e., context) of the sensors to filter data.

Simulations show that CCBR outperforms alternative approaches in the multi-sink, mobile scenarios it was designed for, while providing good performance in more traditional (fixed) scenarios.

This work has been partially funded by the European Community under the IST-034963 WASP project and by the Italian Government under the MIUR-FIRB program INSYEME.

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References

  1. Carzaniga, A., Wolf, A.L.: Content-based networking: A new communication infrastructure. In: König-Ries, B., Makki, K., Makki, S.A.M., Pissinou, N., Scheuermann, P. (eds.) IMWS 2001. LNCS, vol. 2538, pp. 59–68. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  2. Intanagonwiwat, C., Govindan, R., Estrin, D., Heideman, J., Silva, F.: Directed diffusion for wireless sensor networking. Trans. on Netw. 11(1), 2–16 (2003)

    Article  Google Scholar 

  3. Hauer, J.H., Handziski, V., Köpke, A., Willig, A., Wolisz, A.: A component framework for content-based publish/subscribe in sensor networks. Wireless Sensor Networks, 369–385 (2008)

    Google Scholar 

  4. Mottola, L., Cugola, G., Picco, G.P.: A self-repairing tree topology enabling content-based routing in mobile ad hoc networks. IEEE Trans. on Mobile Computing 7(8), 946–960 (2008)

    Article  Google Scholar 

  5. Baldoni, R., Beraldi, R., Querzoni, L., Cugola, G., Migliavacca, M.: Content-based routing in highly dynamic mobile ad hoc networks. Int. Journ. of Perv. Comp. and Comm. 1(4), 277–288 (2005)

    Google Scholar 

  6. Costa, P., Migliavacca, M., Picco, G.P., Cugola, G.: Epidemic algorithms for reliable content-based publish-subscribe: An evaluation. In: ICDCS, pp. 552–561 (2004)

    Google Scholar 

  7. Picco, G.P., Cugola, G., Murphy, A.L.: Efficient content-based event dispatching in the presence of topological reconfiguration. In: ICDCS, pp. 234–243 (2003)

    Google Scholar 

  8. OMNeT++ Web page, http://www.omnetpp.org

  9. Mobility Framework for OMNeT++ Web page, http://mobility-fw.sourceforge.net

  10. Luo, H., Ye, F., Cheng, J., Lu, S., Zhang, L.: Ttdd: Two-tier data dissemination in large-scale wireless sensor networks. Wireless Networks 11(1-2), 161–175 (2005)

    Article  Google Scholar 

  11. Kim, H.S., Abdelzaher, T.F., Kwon, W.H.: Minimum-energy asynchronous dissemination to mobile sinks in wireless sensor networks. In: SenSys (2003)

    Google Scholar 

  12. Hwang, K.-i., In, J., Eom, D.-S.: Distributed dynamic shared tree for minimum energy data aggregation of multiple mobile sinks in wireless sensor networks. In: Römer, K., Karl, H., Mattern, F. (eds.) EWSN 2006. LNCS, vol. 3868, pp. 132–147. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  13. Shah, R., Roy, S., Jain, S., Brunette, W.: Data mules: Modeling a three-tier architecture for sparse sensor networks. In: IEEE SNPA Workshop (2003)

    Google Scholar 

  14. Somasundara, A., Kansal, A., Jea, D., Estrin, D., Srivastava, M.: Controllably mobile infrastructure for low energy embedded networks. IEEE Transactions on Mob. Comp. 5(8), 958–973 (2006)

    Article  Google Scholar 

  15. Chatzigiannakis, I., Kinalis, A., Nikoletseas, S.: Efficient data propagation strategies in wireless sensor networks using a single mobile sink. Comput. Commun. 31(5) (2008)

    Google Scholar 

  16. Ammari, H.M., Das, S.K.: Promoting heterogeneity, mobility, and energy-aware voronoi diagram in wireless sensor networks. IEEE TPDS 19(7), 995–1008 (2008)

    Google Scholar 

  17. Bonnet, P., Leopold, M., Madsen, K.: Hogthrob: towards a sensor network infrastructure for sow monitoring. In: DATE (2006)

    Google Scholar 

  18. Butler, Z., Corke, P., Peterson, R., Rus, D.: Dynamic virtual fences for controlling cows. In: Experim. Robotics IX. Springer Tracts in Adv. Rob. Springer, Heidelberg (2006)

    Google Scholar 

  19. Juang, P., Oki, H., Wang, Y., Martonosi, M., Peh, L., Rubenstein, D.: Energy-efficient computing for wildlife tracking: Design tradeoffs and early experiences with zebranet. In: ASPLOS, San Jose, CA (October 2002)

    Google Scholar 

  20. Pasztor, B., Musolesi, M., Mascolo, C.: Opportunistic mobile sensor data collection with scar. In: MASS (2007)

    Google Scholar 

  21. Henriksson, D., Abdelzaher, T., Ganti, R.: A caching-based approach to routing in delay-tolerant networks. In: ICCCN 2007, August 2007, pp. 69–74 (2007)

    Google Scholar 

  22. Luo, T.L., Huang, C., Abdelzaher, Stankovic, J.: Envirostore: A cooperative storage system for disconnected operation in sensor networks (2007)

    Google Scholar 

  23. Petrovic, M., Muthusamy, V., Jacobsen, H.A.: Content-based routing in mobile ad hoc networks. In: MobiQuitous, pp. 45–55 (2005)

    Google Scholar 

  24. Ye, F., Zhong, G., Lu, S., Zhang, L.: Gradient broadcast: a robust data delivery protocol for large scale sensor networks. Wirel. Netw. 11(3), 285–298 (2005)

    Article  Google Scholar 

  25. Bokareva, T., Bulusu, N., Jha, S.: A performance comparison of data dissemination protocols for wireless sensor networks. In: GlobeCom Workshops 2004, November -3 December 2004, pp. 85–89. IEEE, Los Alamitos (2004)

    Google Scholar 

  26. He, T., Blum, B.M., Cao, Q., Stankovic, J.A., Son, S.H., Abdelzaher, T.F.: Robust and timely communication over highly dynamic sensor networks. Real-Time Syst. 37(3), 261–289 (2007)

    Article  MATH  Google Scholar 

  27. Heissenbüttel, M., Braun, T., Wälchli, M., Bernoulli, T.: Evaluating the limitations of and alternatives in beaconing. Ad Hoc Netw 5(5), 558–578 (2007)

    Article  Google Scholar 

  28. Zorzi, M., Rao, R.R.: Geographic random forwarding (geraf) for ad hoc and sensor networks: Multihop performance. IEEE Trans. Mob. Comput. 2(4), 337–348 (2003)

    Article  Google Scholar 

  29. Heissenbüttel, M., Braun, T., Bernoulli, T., Wälchli, M.: Blr: Beacon-less routing algorithm for mobile ad hoc networks. Comp. Comm. 27(11), 1076–1086 (2004)

    Article  Google Scholar 

  30. Biswas, S., Morris, R.: Exor: opportunistic multi-hop routing for wireless networks. In: SIGCOMM, pp. 133–144 (2005)

    Google Scholar 

  31. Mastrogiovanni, M., Petrioli, C., Rossi, M., Vitaletti, A., Zorzi, M.: Integrated data delivery and interest dissemination techniques for wireless sensor networks. In: GLOBECOM (2006)

    Google Scholar 

  32. Bletsas, A., Khisti, A., Reed, D.P., Lippman, A.: A simple cooperative diversity method based on network path selection. IEEE JSAC 24(3), 659–672 (2006)

    Google Scholar 

  33. Dutta, P., Culler, D., Shenker, S.: Procrastination might lead to a longer and more useful life. In: 6th Workshop on Hot Topics in Networks (HotNets VI) (2007)

    Google Scholar 

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Cugola, G., Migliavacca, M. (2009). A Context and Content-Based Routing Protocol for Mobile Sensor Networks. In: Roedig, U., Sreenan, C.J. (eds) Wireless Sensor Networks. EWSN 2009. Lecture Notes in Computer Science, vol 5432. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-00224-3_5

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  • DOI: https://doi.org/10.1007/978-3-642-00224-3_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-00223-6

  • Online ISBN: 978-3-642-00224-3

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