Abstract
The Flooding is a traditional flat based routing protocol where unlimited broadcasting of the packets in the flooding scheme will cause the huge energy consumption to send the packets from source to sink due to implosion, overlap, resource blindness and consequently creates broadcast storm. However Gossiping routing protocol in WSNs is very much effective due to its simplicity, robustness, distributed and capability to work in noisy and uncertain environments. But due to recirculation of information and repeated data communication of randomized gossip protocol which can lead to a significant energy consumption of the network. This paper proposes an energy efficient routing protocol based on Fuzzy Logic and Chebyshev Distance, which is a modification of gossip protocol. The new protocol determines the optimal routing path from source to destination by selected the best node from candidate nodes in the forwarding paths by favoring highest remaining energy and the lowest distance to the sink. Simulation results shows that the proposed method is efficient to control messages forwarding and improves the performance which minimizes the overall energy consumption and maximize WSNs lifespan.
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References
Karkvandi, H.R., Pecht, E., Yadid, O.: Effective Lifetime-Aware Routing in Wireless Sensor Networks. IEEE Sensors J. 1112, 3359–3367 (2011)
Al-Karaki, J.N., Kamal, A.E.: Routing Techniques in Wireless Sensor Networks: A Survey. IEEE Wireless Commun. 116, 6–28 (2004)
Zhang, H., Shen, H.: Balancing Energy Consumption to Maximize Network Lifetime in Data-Gathering Sensor Networks. IEEE Trans. Parallel Distrib. Syst. 2010, 1526–1539 (2009)
Akkaya, K., Younis, M.: A survey of routing protocols in wireless sensor networks. Ad Hoc Netw. 33, 325–349 (2005)
Ren, F., Zhang, J., He, T., Lin, C., Das, S.K.: EBRP: Energy- Balanced Routing Protocol for Data Gathering in Wireless Sensor Networks. IEEE Trans. Parallel Distrib. Syst. 2212, 2108–2125 (2011)
Hedetniemi, S., Liestman, A.: A survey of gossiping and broadcasting in communication networks. Networks 184, 319–349 (1988)
Dargie, W., Poellabauer, C.: Network Layer in Fundamental of Wireless Sensor Networks Theory and Practice, pp. 163–204. Wiley, New York (2010)
Dimakis, A.G., Sarwate, A.D., Wainwright, M.J.: Geographic gossip: Efficient aggregation for sensor networks. In: Proc. IEEE IPSN, pp. 69–76 (2006)
Boyd, S., Ghosh, A., Prabhakar, B., Shah, D.: Gossip algorithms: Design, analysis and applications. In: Proc. IEEE INFOCOM, vol. 3, pp. 1653–1664 (2005)
Zhang, Y., Cheng, L.: Flossiping: A New Routing Protocol for Wireless Sensor Networks. IEEE ICNSC 2, 1218–1223 (2004)
Kheiri, S., Goushchi, G., Rafiee, M., Seyfe, B.: An Improved Gossiping Data Distribution Technique with Emphasis on reliability and Resource Constraints. In: IEEE CMC 2009, vol. 2, pp. 247–252 (2009)
Norouzi, A., Hatamizadeh, A., Dabbaghian, M., Ustundag, B.B., Amiri, F.: An Improved ELGossiping Data Distribution Technique with Emphasis on Reliability and Resource Constraints in Wireless Sensor Network. In: IEEE ICECTECH, pp. 179–183 (2010)
Zadeh, L.A.: Soft computing and fuzzy logic. IEEE Software 116, 48–56 (1994)
Kulkarni, R.V., Forster, A., Venayagamoorth, G.K.: Computational Intelligence in Wireless Sensor Networks: A Survey. IEEE Commun. Surveys & Tutorials 131, 68–96 (2011)
Runkler, T.A.: Selection of Appropriate Defuzzification Methods Using Application Specific Properties. IEEE Trans. Fuzzy Syst. 51, 72–79 (1997)
Heinzelman, W.R., Chandrakasan, A., Balakrishnan, H.: Energy- Efficient Communication Protocol for Wireless Microsensor Networks. In: Proc. 33rd Annu. Hawaii Int. Conf. Syst. Sci., vol. 2, pp. 1–10 (2000)
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Dutta, R., Gupta, S., Das, M.K. (2014). Modified Gossip Protocol in Wireless Sensor Networks Using Chebyshev Distance and Fuzzy Logic. In: Thampi, S., Gelbukh, A., Mukhopadhyay, J. (eds) Advances in Signal Processing and Intelligent Recognition Systems. Advances in Intelligent Systems and Computing, vol 264. Springer, Cham. https://doi.org/10.1007/978-3-319-04960-1_35
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DOI: https://doi.org/10.1007/978-3-319-04960-1_35
Publisher Name: Springer, Cham
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