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SIR: A New Wireless Sensor Network Routing Protocol Based on Artificial Intelligence

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 3842))

Abstract

Currently, Wireless Sensor Networks (WSNs) are formed by hundreds of low energy and low cost micro-electro-mechanical systems. Routing and low power consumption have become important research issues to interconnect this kind of networks. However, conventional Quality of Service routing models, are not suitable for ad hoc sensor networks, due to the dynamic nature of such systems. This paper introduces a new QoS-driven routing algorithm, named SIR: Sensor Intelligence Routing. We have designed an artificial neural network based on Kohonen self organizing features map. Every node implements this artificial neural network forming a distributed intelligence and ubiquitous computing system.

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References

  1. Akyildiz, I.F., Su, Y., Sankarasubramaniam, W., Çayirci, E.: Wireless sensor networks: A survey. In: Computer Networks, vol. 38, pp. 393–422. Elsevier, Amsterdam (2002)

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  3. Kohonen, T.: The self-organizing map. Proccedings of the IEEE 78, 1464–1480 (1990)

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© 2006 Springer-Verlag Berlin Heidelberg

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Barbancho, J., León, C., Molina, J., Barbancho, A. (2006). SIR: A New Wireless Sensor Network Routing Protocol Based on Artificial Intelligence. In: Shen, H.T., Li, J., Li, M., Ni, J., Wang, W. (eds) Advanced Web and Network Technologies, and Applications. APWeb 2006. Lecture Notes in Computer Science, vol 3842. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11610496_35

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  • DOI: https://doi.org/10.1007/11610496_35

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-31158-4

  • Online ISBN: 978-3-540-32435-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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