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Hybrid Techniques to Conserve Energy in WSN

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Advanced Intelligent Systems for Sustainable Development (AI2SD’2018) (AI2SD 2018)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 912))

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Abstract

Cloud Wireless Sensor Networks consist of a large number of miniature devices called sensor nodes scattered over a geographical area called sensor field. These nodes are attempted to collect information or data which is forwarded through gateways called base stations. The communication scenario through sensor nodes leads to some amount of energy wasting. Therefore we need to design suitable techniques and protocols in order to optimize the energy consumption and increase the network lifetime. In this paper we propose a novel energy-aware framework for a long-lived sensor network. Our framework is based on clustering architecture and achieves a good performance in terms of lifetime by minimizing energy consumption for in-network communications and balancing the energy load among all the nodes. In fact, it’s an energy optimization approach based on cross-layer for wireless sensor networks, joining optimal design of the physical, medium access control, and routing layer.

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References

  1. Akyildiz, F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: Wireless sensor networks: a survey. Comput. Netw. 38(4), 393–422 (2002)

    Article  Google Scholar 

  2. Aakvaag, N., Mathiesen, M., Thonet, G.: Timing and power issues in wireless sensor networks- an industrial test case. In: Proceedings of the International Conference on Parallel Processing Workshops ICPP 2005, Oslo, Norway, 14–17 June, pp. 419–426 (2005)

    Google Scholar 

  3. Sadouq, Z., Essaaidi, M.: Design challenges of wireless sensor networks based on real-time middleware. In: Information and Communication Technologies International Symposium, ICTIS 2007, 3–4 April–5 Fez (2007)

    Google Scholar 

  4. Tuñón, M., López, W.M., Sadouq, Z.: Characteristic analysis of wireless sensor networks with real-time middleware. In: Proceedings of the II Congreso Español de Informática CEDI 2007, 12–14 September, Zaragoza, pp. 21–28 (2007)

    Google Scholar 

  5. Kochhal, M., Schwiebert, L., Gupta, L.: Role-based hierarchical self-organization for wireless ad hoc sensor networks. In: Proceeding of the 2nd ACM International Conference on Wireless Sensor Networks and Applications, pp. 98–107 (2003)

    Google Scholar 

  6. Yebari, M., Addali, T., Sadouq, Z., Essaaidi, M.: Energy conservation challenges in communication protocols for wireless sensors networks: the state of the art. In: Proceedings of the International Journal on Information and Communication Technologies, vol. 1, No. 1–2, pp. 29–35, January-June 2008

    Google Scholar 

  7. Demirkol, I., Ersoy, C., Alagöz, F.: 2006 MAC protocols for wireless sensor networks: a survey. IEEE Commun. Mag. 44(4), 115–121 (2006)

    Article  Google Scholar 

  8. Sadouq, Z., Tuñón, M., Essaaidi, M.: Tanja: a framework for modelling Wireless Sensor Networks. In: Workshop on Sensor Networks and Applications, WSeNA 2008, Gramado, 1–5 September (2008)

    Google Scholar 

  9. Yu, M., Mokhtar, H., Merabti, M.: A survey of network management architecture in wireless sensor network. In: Proceedings of the Sixth Annual Post-Graduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting (2006)

    Google Scholar 

  10. Ilyas, M., Mahgoub, I.: Handbook of Sensor Networks: Compact Wireless and Wired Sensing Systems. CRC Press (2005). LLC 2005, ISBN 0-8493-1968-4

    Google Scholar 

  11. Baltes, H., et al.: Micromachined thermally based CMOS microsensors. Proc. IEEE 86, 1660–1678 (1998)

    Article  Google Scholar 

  12. Lin, S., Zhang, J., Zhou, G., Gu, L., He, T., Stankovic, J.A.: ATPC: adaptive transmission power control for Wireless Sensor Networks. In: Proceeding of SenSys 2006 (2006)

    Google Scholar 

  13. Ye, W., Heidemann, J., Estrin, D.: An energy-efficient MAC protocol for wireless sensor networks. In: 21st Conference of the IEEE Computer and Communications Societies (INFOCOM), vol. 3, pp. 1567–1576, June 2002

    Google Scholar 

  14. Bharathidasas, A., Anand, V.: Sensor networks: an overview. Technical report, Dept. of Computer Science, University of California at Davis (2002)

    Google Scholar 

  15. Estrin, D., Govindan, R., Heidemann, J., Kumar, S.: Next century challenges: scalable coordination in sensor networks. In: Proceedings of ACM Mobicom, Seattle, Washington, USA, pp. 263—270, August 1999

    Google Scholar 

  16. Akyildiz, I.F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: A survey on sensor networks. IEEE Commun. Mag. 40, 102–114 (2002)

    Article  Google Scholar 

  17. Estrin, D., Girod, L., Pottie, G., Srivastava, M.: Instrumenting the world with wireless sensor networks. In: Proceedings of the International Conference on Acoustics, Speech and Signal Processing ICASSP 2001 (2001)

    Google Scholar 

  18. Biagioni, E.S., Sasaki, G.: Wireless sensor placement for reliable and efficient data collection. In: Proceedings of 36th International Conference on Systems Sciences, Hawaii, January 2003

    Google Scholar 

  19. Krishnan, R., Starobinski, D.: Efficient clustering algorithms for self-organizing wireless sensor networks. Ad Hoc Networks (2005)

    Google Scholar 

  20. Savvides, A., Han, C., Strivastava, M.: Dynamic finegrained localization in ad-hoc networks of sensors. In: Proceeding of ACM MOBICOM 2001, pp. 166–179. ACM Press (2001)

    Google Scholar 

  21. Doherty, L., El Ghaoui, L., Pister, K.S.J.: Convex position estimation in wireless sensor network. In: Proceeding of IEEE INFOCOM 2001, Anchorage, AK, April 2001

    Google Scholar 

  22. Heinzelman, W.R., Chandrakasan, A.P., Balakrishnan, H.: Energy-efficient communication protocol for wireless microsensor networks. In: Proceedings of the Thirty Third International Conference on System Sciences HICSS 2000, Maui, January 2000

    Google Scholar 

  23. Chen, J.L., Lu, H.F., Lee, C.A.: Autonomic self-organization architecture for wireless sensor communications. Int. J. Network Manag. 17(3), 197–208 (2007)

    Article  Google Scholar 

  24. Tai, A.T., Tso, K.S., Sanders, W.H.: Cluster-based failure detection service for large-scale ad hoc wireless network applications in dependable systems and networks. In: DSN 2004 (2004)

    Google Scholar 

  25. Haapola, J., Shelby, Z., Pomalaza-Raez, C., Mahonen, P.: Cross-layer energy analysis of multi-hop wireless sensor network. In: Proceeding of European Conference on Wireless Sensor Networks EWSN 2005, Istanbul, 31 January–2 February, pp. 33–44 (2005)

    Google Scholar 

  26. Vuran, M.C., AKyildiz, I.F.: Spatial correlation-based collaboration medium access control in wireless sensor network. IEEE/ACM Trans. Networking 14(2), 316–329 (2006)

    Article  Google Scholar 

  27. Skraba, P., Aghajan, H., Bahai, A.: Cross-layer optimization for high density sensor networks: distributed passive routing decision. In: Nikolaidis, I., Barbeau, M., Kranakis, E. (eds.) ADHOC-NOW 2004, vol. 3158, pp. 266–279 (2004)

    Chapter  Google Scholar 

  28. Zorzi, M., Rao, 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. Cui, S., Madan, R., Goldsmith, A., Lall, S.: Joint routing, MAC, and link layer optimization in sensor networks with energy constraints. In: Proceeding of IEEE ICC 2005 (2005)

    Google Scholar 

  30. Madan, R., Cui, S., Lall, S., Goldsmith, A.: Cross-layer design for lifetime maximization in interference-limited wireless sensor networks. In: Proceeding of IEEE INFOCOM 2005 (2005)

    Google Scholar 

  31. Le, D., Kumar, R., Nguyen, G., Chatterjee, J.M.: Cloud Computing and Virtualization. Wiley, Chichester (2018)

    Book  Google Scholar 

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Author information

Authors and Affiliations

  1. Information Systems and Telecommunications Laboratory, FST-Tetuan, Abdelmalek Essaadi University, Tetuan, Morocco

    Zouhair A. Sadouq & Mohamed Essaaidi

  2. Computing, Systems and Telecommunications Laboratory, FSTT-Tangier, Abdelmalek Essaadi University, Tetuan, Morocco

    Mostafa Ezziyyani

Authors
  1. Zouhair A. Sadouq
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  2. Mostafa Ezziyyani
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  3. Mohamed Essaaidi
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Corresponding author

Correspondence to Zouhair A. Sadouq .

Editor information

Editors and Affiliations

  1. Computer Sciences Department, Faculty of Sciences and Techniques of Tangier, Abdelmalek Essaâdi University, Souani Tangier, Morocco

    Mostafa Ezziyyani

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Sadouq, Z.A., Ezziyyani, M., Essaaidi, M. (2019). Hybrid Techniques to Conserve Energy in WSN. In: Ezziyyani, M. (eds) Advanced Intelligent Systems for Sustainable Development (AI2SD’2018). AI2SD 2018. Advances in Intelligent Systems and Computing, vol 912. Springer, Cham. https://doi.org/10.1007/978-3-030-12065-8_35

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